# protocol.ai

> AI-optimized mirror of protocol.ai containing 9957 pages totalling 1,538,200 words of clean markdown content, structured data, and semantic HTML. Original source: https://protocol.ai. Last updated: 2026-07-21T10:46:51.223Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Protocol Labs Research](/content/research/index.html): Protocol Labs Research explores the future of decentralization and examines the infrastructure limiting what you can do with technology. (746 words)
- [Protocol Labs](/content/site-root.html): Protocol Labs is an innovation network driving breakthroughs in computing to push humanity forward. (301 words)

## Articles & Blog Posts

- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/about/blog/areas/research/index.html) (32 words)
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- [InterPlanetary Linked Data | Protocol Labs Research](/content/research/tutorials/resnetlab-on-tour/ipld/index.html): InterPlanetary Linked Data (IPLD) is the data layer for content-addressed systems and the Web 3.0. It is a suite of technologies for representing and traversing hash-linked data. In this module you’ll understand:
Why IPLD exists Merkle DAGs and Merkle Roots The relation of IPLD to IPFS How to use IPLD for a distributed data structure  (81 words)
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- [Programme | DINPS 22](/content/research/sites/dinps/programme/index.html): DINPS 22 (744 words)
- [Luca Nizzardo | Protocol Labs Research](/content/research/authors/luca-nizzardo/index.html): Luca is a Cryptography Researcher at Protocol Labs, where he works on crypto-related problems involving Filecoin. Before joining Protocol Labs, Luca did his PhD in Cryptography at Madrid Institute for Advanced Studies in Software under the outstanding supervision of Dario Fiore. (467 words)
- [Calls | DINPS 22](/content/research/sites/dinps/calls/index.html): DINPS 22 (732 words)
- [Committees | DINPS 22](/content/research/sites/dinps/committees/index.html): DINPS 22 (106 words)
- [Rinocchio: SNARKs for Ring Arithmetic | Protocol Labs Research](/content/research/publications/rinocchio-snarks-for-ring-arithmetic/index.html): Succinct non-interactive arguments of knowledge (SNARKs) enable non-interactive efficient verification of NP computations and admit short proofs. However, all current SNARK constructions assume that the statements to be proven can be efficiently represented as either Boolean or arithmetic circuits over finite fields. (277 words)
- [Influencing NFT Pricing on Secondary Markets: A Case Study of Vpunks | Protocol Labs Research](/content/research/publications/influencing-nft-pricing-on-secondary-markets-a-case-study-of-vpunks.html): Non-fungible tokens (NFTs) allow for users to transfer the digital rights of a good, for example, art, via a blockchain. This enables users to track the art’s proof of origin and authenticity. (130 words)
- [Encryption to the Future: A Paradigm for Sending Secret Messages to Future (Anonymous) Committees | Protocol Labs Research](/content/research/publications/encryption-to-the-future-a-paradigm-for-sending-secret-messages-to-future-anonymous-committees.html): A number of recent works have constructed cryptographic protocols with flavors of adaptive security by having a randomly-chosen anonymous committee run at each round. Since most of these protocols are stateful, transferring secret states from past committees to future, but still unknown, committees is a crucial challenge. (321 words)
- [Single Secret Leader Election | Protocol Labs Research](/content/research/publications/single-secret-leader-election/index.html): In a Single Secret Leader Election (SSLE), a group of participants aim to randomly choose exactly one leader from the group with the restriction that the identity of the leader will be known to the chosen leader and nobody else. (223 words)
- [Count Me In! Extendability for Threshold Ring Signatures | Protocol Labs Research](/content/research/publications/count-me-in-extendability-for-threshold-ring-signatures.html): Ring signatures enable a signer to sign a message on behalf of a group anonymously, without revealing her identity. Similarly, threshold ring signatures allow several signers to sign the same message on behalf of a group; while the combined signature reveals that some threshold t of the group members signed the message, it does not leak anything else about the signers’ identities. (386 words)
- [Incrementally Aggregatable Vector Commitment Techniques and Applications to Verifiable Decentralized Storage | Protocol Labs Research](/content/research/publications/incrementally-aggregatable-vector-commitment-techniques-and-applications-to-verifiable-decentralized-storage.html): Vector commitments with subvector openings (SVC) [Lai-Malavolta, Boneh-Bunz-Fisch; CRYPTO’19] allow one to open a committed vector at a set of positions with an opening of size independent of both the vector’s length and the number of opened positions. (293 words)
- [MyOPE: Malicious Security for Oblivious Polynomial Evaluation | Protocol Labs Research](/content/research/publications/myope-malicious-security-for-oblivious-polynomial-evaluation.html): Oblivious Polynomial Evaluation (OPE) schemes are interactive protocols between a sender with a private polynomial and a receiver with a private evaluation point where the receiver learns the evaluation of the polynomial in their point and no additional information. (287 words)
- [Subversion-Resilient Enhanced Privacy ID | Protocol Labs Research](/content/research/publications/subversion-resilient-enhanced-privacy-id/index.html): Anonymous attestation for secure hardware platforms leverages tailored group signature schemes and assumes the hardware to be trusted. Yet, there is an increasing concern on the trustworthiness of hardware components and embedded systems. (220 words)
- [Exploring Connections Between Active Learning and Model Extraction | Protocol Labs Research](/content/research/publications/exploring-connections-between-active-learning-and-model-extraction.html): Machine learning is being increasingly used by individuals, research institutions, and corporations. This has resulted in the surge of Machine Learning-as-a-Service (MLaaS) - cloud services that provide (a) tools and resources to learn the model, and (b) a user-friendly query interface to access the model. (229 words)
- [Curve Trees: Practical and Transparent Zero-Knowledge Accumulators | Protocol Labs Research](/content/research/publications/curve-trees-practical-and-transparent-zero-knowledge-accumulators.html): In this work we propose a new accumulator construction and efficient ways to prove knowledge of some element in a set without leaking anything about the element. This problem arises in several applications including privacy-preserving distributed ledgers (e. (271 words)
- [What Makes Fiat–Shamir ZkSNARKs (Updatable SRS) Simulation Extractable? | Protocol Labs Research](/content/research/publications/what-makes-fiatshamir-zksnarks-updatable-srs-simulation-extractable.html): We show that three popular universal zero-knowledge SNARKs (Plonk, Sonic, and Marlin) are updatable SRS simulation extractable NIZKs and signatures of knowledge (SoK) out-of-the-box avoiding any compilation overhead.
Towards this we generalize results for the Fiat–Shamir (FS) transformation, which turns interactive protocols into signature schemes, non-interactive proof systems, or SoK in the random oracle model (ROM). (266 words)
- [Linear-Map Vector Commitments and Their Practical Applications | Protocol Labs Research](/content/research/publications/linear-map-vector-commitments-and-their-practical-applications.html): Vector commitments (VC) are a cryptographic primitive that allow one to commit to a vector and then “open” some of its positions efficiently. Vector commitments are increasingly recognized as a central tool to scale highly decentralized networks of large size and whose content is dynamic. (183 words)
- [Structure-Preserving Compilers From New Notions of Obfuscations | Protocol Labs Research](/content/research/publications/structure-preserving-compilers-from-new-notions-of-obfuscations.html): The dream of software obfuscation is to take programs, as they are, and then compile them into obfuscated versions that hide their secret inner workings. In this work we investigate notions of obfuscations weaker than virtual black-box (VBB) but which still allow obfuscating cryptographic primitives preserving their original functionalities as much as possible. (243 words)
- [Impossibilities in Succinct Arguments: Black-Box Extraction and More | Protocol Labs Research](/content/research/publications/impossibilities-in-succinct-arguments-black-box-extraction-and-more.html): The celebrated result by Gentry and Wichs established a theoretical barrier for succinct non-interactive arguments (SNARGs), showing that for (expressive enough) hard-on-average languages we must assume non-falsifiable assumptions. We further investigate those barriers by showing new negative and positive results related to extractability and to the preprocessing model. (246 words)
- [Witness-Authenticated Key Exchange Revisited: Improved Models, Simpler Constructions, Extensions to Groups | Protocol Labs Research](/content/research/publications/witness-authenticated-key-exchange-revisited-improved-models-simpler-constructions-extensions-to-groups.html): We revisit the notion of Witness Authenticated Key Exchange (WAKE) where a party can be authenticated through a generic witness to an NP statement. We point out shortcomings of previous definitions, protocols and security proofs in Ngo et al. (121 words)
- [Engineering Filecoin’s Economy | Protocol Labs Research](/content/research/publications/engineering-filecoins-economy/index.html): As a novel data storage and distribution network, the Filecoin Network’s mission is to create a decentralized, efficient, and robust foundation for humanity’s information. This mission will be advanced by incentivizing consistent growth and development of the Filecoin Network’s economy. (171 words)
- [Filecoin Proof of Useful Space | Protocol Labs Research](/content/research/publications/filecoin-proof-of-useful-space/index.html): This document provides a simple formal definition of Proof of Space (taken from the academic literature) and an informal definition of persistent and useful space (needed for Filecoin). It describes construction details and a security proof for the Stacked-DRGs proof of space (SDR), and goes into how SDR is used in Filecoin. (82 words)
- [Generalized Impact Evaluators | Protocol Labs Research](/content/research/publications/generalized-impact-evaluators/index.html): Existing funding systems fail to sufficiently fund public goods and common goods due to insufficient mechanisms for coordinating various agents towards valuable outcomes. Relative to traditional capital systems that scalably organize activity around maximizing financial performance, impact funding remains underdeveloped, especially in the ability to reward high-upside, high-uncertainty work. (119 words)
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- [The Modular P2P Networking Stack | Protocol Labs Research](/content/research/tutorials/resnetlab-on-tour/modular-p2p-stack/index.html): libp2p is the Web 3.0 framework of choice for decentralised process addressing. In this module, you will hear about libp2p’s modular and composable building blocks for P2P networking applications and innovation, which include:
Transport and pubsub protocols Multiplexers Secure channels and NAT Traversal Peer discovery, content routing, and peer routing  (91 words)
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- [Beyond Bitswap | Protocol Labs Research](/content/research/tutorials/resnetlab-on-tour/beyond-bitswap/index.html): Bitswap is the primary content exchange protocol of the IPFS network. In this module we’ll talk about opportunities to improve Bitswap through:
Compression WANT message inspection Multi-hop content discovery  (47 words)
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- [How to Choose the Form of a Scientific Publication | Protocol Labs Research](/content/research/tutorials/scientific-writing-vault/how-to-choose-the-form-of-a-scientific-publication/index.html): Learn how to make an informed decision on types of conference and journal publications and publishing formats.
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- [Efficient UC Commitment Extension With Homomorphism for Free (And Applications) | Protocol Labs Research](/content/research/publications/efficient-uc-commitment-extension-with-homomorphism-for-free-and-applications.html): Homomorphic universally composable (UC) commitments allow for the sender to reveal the result of additions and multiplications of values contained in commitments without revealing the values themselves while assuring the receiver of the correctness of such computation on committed values. (273 words)
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- [How to Read a Scientific Publication | Protocol Labs Research](/content/research/tutorials/scientific-writing-vault/how-to-read-a-scientific-publication/index.html): Discover fast-track solutions to identify strengths, weaknesses and highlights in the papers you read.
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- [Scientific Publication Structure | Protocol Labs Research](/content/research/tutorials/scientific-writing-vault/scientific-publication-structure/index.html): Learn how to build a very organized storyline by delivering the key messages in the right locations.
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- [A Research Perspective on Filecoin | Protocol Labs Research](/content/research/blog/2020/a-research-perspective-on-filecoin/index.html): The Filecoin network is launching in the middle of a revolution in internet architecture, where vulnerable centralized services dependent on trusted parties are being replaced with resilient decentralized solutions based on verifiable computation, and internet services are being relocated from inefficient central monoliths to the far reaches of the network by peer-to-peer markets. (1,730 words)
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- [Reduce, Reuse, Recycle: Repurposing Existing Measurements to Identify Stale Traceroutes | Protocol Labs Research](/content/research/publications/reduce-reuse-recycle-repurposing-existing-measurements-to-identify-stale-traceroutes.html): Many systems rely on traceroutes to monitor or characterize the Internet. The quality of the systems’ inferences depends on the completeness and freshness of the traceroutes, but the refreshing of traceroutes is constrained by limited resources at vantage points. (285 words)
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- [Cloud Provider Connectivity in the Flat Internet | Protocol Labs Research](/content/research/publications/cloud-provider-connectivity-in-the-flat-internet/index.html): The Tier-1 ISPs have been considered the Internet’s backbone since the dawn of the modern Internet 30 years ago, as they guarantee global reachability. However, their influence and importance are waning as Internet flattening decreases the demand for transit services and increases the importance of private interconnections. (227 words)
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- [Protocol Labs Research Funding Recipients 2021, Part 1 | Protocol Labs Research](/content/research/blog/2021/protocol-labs-research-funding-recipients-2021-part-1.html): This has been a prodigious year for generating new funded collaborations between Protocol Labs Research and top academic researchers around the world! We have given out a whopping eighteen awards since August (with others pending). (2,057 words)
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- [Announcing Our COVID-19 Open Innovation Grant Awardees | Protocol Labs Research](/content/research/blog/2020/announcing-our-covid-19-open-innovation-grant-awardees.html): After a marathon review, followed by necessary legal and financial procedures, we are happy to announce the projects we are supporting with Protocol Labs’ COVID-19 Open Innovation Grant program.
This program was created to surface and support open-source projects working on tools to help humanity through present and future pandemics. (1,188 words)
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- [Irene Giacomelli | Protocol Labs Research](/content/research/authors/irene-giacomelli/index.html): Irene is an Italian cryptographer based in Switzerland. She completed her PhD at Aarhus University (Denmark) in 2016 after her undergraduate studies in Mathematics at Pisa University (Italy). After completing her PhD, she was a research assistant (postdoc), first in the USA (Madison, WI) and then in Italy (ISI Foundation, Turin). (429 words)
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- [COVID-19 Open Innovation Grant Update | Protocol Labs Research](/content/research/blog/2020/covid-19-open-innovation-grant-update/index.html): In the spring, as COVID-19 swept the globe, Protocol Labs quickly retooled its grant program and launched an accelerated grants program to support open-source projects building tools to confront present and future pandemics. (973 words)
- [Protocol Labs Research Funding Recipients 2022 | Protocol Labs Research](/content/research/blog/2022/protocol-labs-research-funding-recipients-2022/index.html): Protocol Labs Research is thrilled to announce the first research funding recipients of 2022! We fund researchers around the world and have given out 11 awards so far this year. These awards include three RFPs, two Summer Research Grants, five Doctoral fellowships, and one Postdoctoral fellowship. (1,836 words)
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- [CryptoComputeLab Announces Proofs Release 6.1.0 | Protocol Labs Research](/content/research/blog/2021/cryptocomputelab-announces-proofs-release-6-1-0.html): Today we’re proud to announce the recent release of rust-fil-proofs v6.1.0. This release contains a number of significant re-factors and performance optimizations, but we’d like to dig deeper into a couple of them to show some of the real-world impacts. (834 words)
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- [A Brief History of (Re)building the Internet | Protocol Labs Research](/content/research/blog/2020/a-brief-history-of-rebuilding-the-internet/index.html): The Internet began life as a military network engineered for resilience in the face of a nuclear attack. That’s right—the same network you use to check on your friends and share cat photos has at its core a structural pattern intended to survive a nuclear exchange long enough to mutually assure destruction with the USSR. (1,578 words)
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- [Gitcoin Grants Round 15: Getting DeSci on the SamePage | Protocol Labs Research](/content/research/blog/2022/gitcoin-grants-round-15-getting-desci-on-the-samepage.html): Protocol Labs is excited to support the Decentralized Science Matching Grant Funding Round in Gitcoin’s GR15, now live until 22 September, 2022.
The Gitcoin Grants Program uses quadratic funding to leverage small contributions across a large and diverse network of contributors into large impact –- a new Web3-native way of sustainably funding public goods projects. (290 words)
- [Protocol Labs Launches a COVID-19 Open Innovation Grants Program | Protocol Labs Research](/content/research/blog/2020/protocol-labs-launches-a-covid-19-open-innovation-grants-program.html): In 2018, Protocol Labs launched a Request for Proposals program to support research in distributed systems, cryptography, and other areas of interest to our projects and company. To date, we have given over $500,000, with results made available to the public under open-source licenses. (417 words)
- [CryptoComputeLab Announces Proofs Release Versions 7.0.0 and 7.0.1 | Protocol Labs Research](/content/research/blog/2021/cryptocomputelab-announces-proofs-release-versions-7-0-0-and-7-0-1.html): The Proofs Team is pleased to announce the recent release of version 7.0.0 of the proofs library. The most notable improvement is that we’ve replaced the old gpu code with the new gpu2 code. (670 words)
- [The Winding Journey to Proofs V8.0.0 and Beyond | Protocol Labs Research](/content/research/blog/2021/the-winding-journey-to-proofs-v8-0-0-and-beyond.html): The proofs team is proud to announce the recent proofs releases v8.0.0, v8.0.1, and v8.0.2! These releases are Hyperdrive-enabled, which means that they contain the proof aggregation API that uses SnarkPack – in fact, the major difference between proofs v7.0.x and v8.0.x is the aggregation functionality!
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- [ProbeLab | Protocol Labs Research](/content/research/groups/probelab/index.html): ProbeLab is on a mission to measure the performance of Web3 network protocols, benchmark protocols against target performance milestones, and propose improvements to their core design principles. (626 words)
- [Sarah Azouvi Joins Protocol Labs Research | Protocol Labs Research](/content/research/blog/2020/sarah-azouvi-joins-protocol-labs-research/index.html): Sarah joins us from the Information Security Group at University College London, where she did research on consensus and worked towards her forthcoming PhD in Computer Science. During her studies, she collaborated with Protocol Labs and was also an intern at Calibra. (170 words)
- [research/publications/price-signals-and-demand-side-management-in-the-electric-distribution-and-retail-system/ransil2018b-pdf.html](/content/research/publications/price-signals-and-demand-side-management-in-the-electric-distribution-and-retail-system/ransil2018b-pdf.html) (11,855 words)
- [Dioptics: a Common Generalization of  Open Games and Gradient-Based Learners](/content/research/publications/dioptics-a-common-generalization-of-open-games-and-gradient-based-learners/dalrymple2019-pdf.html) (10,412 words)
- [Network Research | Protocol Labs Research](/content/research/groups/network-research/index.html): Network Research explores new mechanisms for incentivizing and supporting public goods creation in the areas of science and technology. (675 words)
- [Scaling Blockchains With Hierarchical Consensus | Protocol Labs Research](/content/research/blog/2022/scaling-blockchains-with-hierarchical-consensus/index.html): Scaling blockchains is not an easy task. Less so if one is looking to accommodate not only crypto-native use cases but also Web 2.0-like applications handling significant volumes of data at high throughput (of the kind that you would host with your preferred cloud provider). (952 words)
- [Luca Nizzardo’s Thesis Wins UPM Extraordinary Award | Protocol Labs Research](/content/research/blog/2020/luca-nizzardos-thesis-wins-upm-extraordinary-award/index.html): Source: IMDEA Software Institute. Posted here with permission.
Luca Nizzardo was a PhD student of the IMDEA Software Institute and his thesis “Cryptographic Techniques for the Security of Cloud and Blockchain Systems” defended in 2018 was directed by Associate Professor Dario Fiore. (490 words)
- [Introducing ProbeLab | Protocol Labs Research](/content/research/blog/2022/introducing-probelab/index.html): This post was originally published in the IPFS blog and is reprinted here with minor edits
ProbeLab is an effort to apply solid scientific measurement methodologies to benchmark and optimize network protocols that operate in decentralized P2P environments. (835 words)
- [ConsensusLab: Supercharging Our Consensus Research | Protocol Labs Research](/content/research/blog/2021/consensuslab-supercharging-our-consensus-research/index.html): We are excited to announce the launch of ConsensusLab, a new research group focused on scalable consensus for decentralised systems and a part of Protocol Labs Research.
Consensus — loosely defined as global agreement on the state of a decentralised network across its mutually untrusting participants — has been known to be at the heart of decentralised systems ever since the inception of Nakamoto’s Proof-of-Work (PoW) consensus. (921 words)
- [PL Research Welcomes Its First Cohort of Summer Research Associates | Protocol Labs Research](/content/research/blog/2021/pl-research-welcomes-its-first-cohort-of-summer-research-associates.html): Protocol Labs Research is delighted to welcome our inaugural cohort of Associate Research Program Managers (ARPMs): Max Krieger, Dwarkesh Patel, and Samuel Tang are joining us for a 10-week summer research experience focused on metaresearch and research program management. (753 words)
- [Working in Public @ ConsensusLab | Protocol Labs Research](/content/research/blog/2022/working-in-public-consensuslab/index.html): Do you ever wonder what ConsensusLab is up to? If so, you’re in for a treat!
Ever since our launch in July ‘21, we’ve been sharing our work with the broader community – one of our very first initiatives was organising ConsensusDays. (313 words)
- [What Are Public Goods and Commons? | Protocol Labs Research](/content/research/blog/2022/what-are-public-goods-and-commons/index.html): Understanding public goods and commons, their role in society, and new opportunities made possible by web3
TLDR: Public goods and Commons are an important class of products that are typically under-funded due to shortcomings in existing market mechanics but create tremendous value for individuals and whole ecosystems. (1,141 words)
- [Decentralized Internet, Networks, Protocols, and Systems (DINPS) Workshop at IEEE ICDCS 2022: Call for Contributions | Protocol Labs Research](/content/research/blog/2022/decentralized-internet-networks-protocols-and-systems-dinps-workshop-at-ieee-icdcs-2022-call-for-contributions.html): Call for Papers Announcement: Workshop on Decentralized Internet, Networks, Protocols, and Systems Website: https://research.protocol.ai/sites/dinps/ Submission Deadline: 5 March 2022 In June 2021, we ran a workshop on “Decentralizing the Internet with IPFS and Filecoin” (DI2F) alongside IFIP Networking 2021 to establish a forum for academics, researchers and developers to share their expertise and latest findings on decentralized storage, IPFS, libp2p, and Filecoin. (447 words)
- [Karola Kirsanow Joins Protocol Labs Research | Protocol Labs Research](/content/research/blog/2020/karola-kirsanow-joins-protocol-labs-research/index.html): Karola is an experienced paleogeneticist, having studied and done research at Cornell, Oxford, and Harvard. While at Johannes Gutenberg University Mainz, Karola led a project looking at the genetic adaptation of modern humans to an agriculturalist diet and, in 2016, she founded a consultancy specialising in academic grants applications, scientific editing, and data analysis. (287 words)
- [Rosario Gennaro Named 2020 IACR Fellow | Protocol Labs Research](/content/research/blog/2020/rosario-gennaro-named-2020-iacr-fellow/index.html): In May, Rosario Gennaro was named a 2020 Fellow of the International Association for Cryptologic Research (IACR). IACR established its Fellows Program in 2002 to recognize oustanding members for significant technical and professional contributions to cryptology and related fields. (116 words)
- [Trent Davis Joins Protocol Labs Research | Protocol Labs Research](/content/research/blog/2021/trent-davis-joins-protocol-labs-research/index.html): Trent Davis is joining the PL Research team as a Research Administrator. Trent received degrees in business and economics at Washington State University and Cornell University, did research at Cornell, and helped develop the Cornell Blockchain club and the Smart Contract Research Forum. (411 words)
- [Network Research and Bacalhau at DeSci Berlin | Protocol Labs Research](/content/research/blog/2022/network-research-and-bacalhau-at-desci-berlin/index.html): The Network Research team was excited to participate in DeSci Berlin, an amazing and very energized “unconference” that brought together researchers, technologists, and enthusiasts of science and web3 to discuss current problems and opportunities in the practice of science and workshop on how blockchain and decentralized technology can solve them. (545 words)
- [Axel Cortés Cubero Joins CryptoEconLab | Protocol Labs Research](/content/research/blog/2022/axel-cort-c3-a9s-cubero-joins-cryptoeconlab/index.html): We are excited to announce that Axel Cortés Cubero has joined CryptoEconLab, where he will explore the dynamics of cryptoeconomic networks as a research scientist.
We asked Axel about his journey to Protocol Labs, the CryptoEconLab projects he will be working on, and his thoughts about future technological developments: (417 words)
- [ConsensusLab Welcomes Its 2022 Summer Fellows! | Protocol Labs Research](/content/research/blog/2022/consensuslab-welcomes-its-2022-summer-fellows/index.html): The ConsensusLab team is excited to welcome our first summer research fellows, who will be joining us at different times throughout the summer to work on some of our core research projects. (481 words)
- [Announcing the Protocol Labs Associate Research Program Manager (ARPM) Summer Program | Protocol Labs Research](/content/research/blog/2020/announcing-the-protocol-labs-associate-research-program-manager-arpm-summer-program.html): Protocol Labs is currently accepting applications for its Associate Research Program Manager (ARPM) ten-week summer program (2021). The ARPM experience is an opportunity for undergraduate students to learn to support and grow research programs; drive research initiatives; and engage in meta-research analyses, exploring high-level ways to improve the efficacy and impact of scientific research. (290 words)
- [Anca Nitulescu Joins Protocol Labs Research | Protocol Labs Research](/content/research/blog/2020/anca-nitulescu-joins-protocol-labs-research/index.html): Anca Nitulescu is joining CryptoLab (Update: now CryptoNetLab) as a Research Scientist. After obtaining their PhD in cryptography at ENS Paris, they worked as a Postdoctoral Scholar at Aarhus University and as Chief Cryptographer at Cosmian before coming to Protocol Labs. (221 words)
- [Microblog | Protocol Labs Research](/content/research/categories/microblog/index.html) (42 words)
- [Introducing Our New Grant Spectrum | Protocol Labs Research](/content/research/blog/2021/introducing-our-new-grant-spectrum/index.html): Protocol Labs Research is committed to supporting the innovation needed to build our decentralized future.
Today we are pleased to announce the expansion of the PL Research Grant Program to include a variety of new funding opportunities designed to support collaborative work on problems defined by the broader research community and critical to our work at Protocol Labs. (346 words)
- [Marko Vukolić Joins PL Research as ConsensusLab Lead | Protocol Labs Research](/content/research/blog/2021/marko-vukoli-c4-87-joins-pl-research-as-consensuslab-lead.html): Protocol Labs Research is excited to announce that Marko Vukolić is joining us to establish and lead the ConsensusLab, which will explore and develop methods of coordinating distributed systems.
We asked Marko why he decided to join PL Research, what he will be working on, and to share his thoughts about future technological developments: (263 words)
- [PL Research at MetaScience2021 | Protocol Labs Research](/content/research/blog/2021/pl-research-at-metascience2021/index.html): Protocol Labs Research is excited to announce that we will be participating in the MetaScience 2021 conference: a global virtual conference spanning two weekends, 16-18 September and 23-25 September, to connect the study of science across disciplines, methodologies, and regions. (334 words)
- [Adam Marblestone Joins PL Research as an Advisor | Protocol Labs Research](/content/research/blog/2021/adam-marblestone-joins-pl-research-as-an-advisor/index.html): We are delighted to announce that Adam Marblestone will be joining PL Research as an advisor. Adam is a neuroscientist and technologist who has conducted research in brain circuit mapping and quantum information theory. (201 words)
- [Tom Mellan Joins CryptoEconLab as a Research Scientist | Protocol Labs Research](/content/research/blog/2022/tom-mellan-joins-cryptoeconlab-as-a-research-scientist.html): CryptoEconLab is pleased to welcome Tom Mellan to the team as a research scientist.
Tom has spent the last two years modeling infectious diseases at Imperial College London. The backbone of this research centered on the messy intersection of science, maths and policy; asking simple questions like: what’s happened and why? (564 words)
- [Open Problems in Incentive Research | Protocol Labs Research](/content/research/blog/2022/open-problems-in-incentive-research/index.html): CryptoEconLab is the PL hub for research in cryptoeconomics, an emerging interdisciplinary field investigating the dynamics of economic coordination games in cryptographically-secured peer-to-peer networks. CryptoEconLab stands at the intersection of computer science, network science, statistics, economics, psychology, decision neuroscience, and system engineering, and the problems it explores have strong resonances with the field of complex systems theory. (239 words)
- [Generalized Impact Evaluators, a Year of Experiments and Theory | Protocol Labs Research](/content/research/blog/2023/generalized-impact-evaluators-a-year-of-experiments-and-theory.html): TLDR: Protocol Labs’ Network Funding team is releasing a whitepaper on Impact Evaluators, a funding mechanism designed for nontraditional projects with high uncertainty and high upside. Our goal is to add structure to the ongoing dialogue and share practical implementation advice based on a year of experience. (429 words)
- [Vivien Quéma Joins PL Research as an Advisor to ConsensusLab | Protocol Labs Research](/content/research/blog/2021/vivien-qu-c3-a9ma-joins-pl-research-as-an-advisor-to-consensuslab.html): We are happy to announce that Vivien Quéma will be joining PL Research’s ConsensusLab as a research advisor. Vivien is a Professor of Computer Science at Grenoble INP and a member of the LIG laboratory. (455 words)
- [Filecoin  Circulating Supply | Protocol Labs Research](/content/research/talks/filecoin-circulating-supply/index.html):   (40 words)
- [Streamlining Our Grantmaking Framework | Protocol Labs Research](/content/research/blog/2022/streamlining-our-grantmaking-framework/index.html): In our ongoing quest to continuously improve the UX around our research grants programme, we’re announcing today a number of updates to both the framework and the operations that should enable a more streamlined, faster, and easier experience for all stakeholders. (656 words)
- [Introducing the Microblog Format | Protocol Labs Research](/content/research/blog/2021/introducing-the-microblog-format/index.html): The PL Research blog is home to news about our software releases and conference presentations, deep dives into our techniques and tech stack, design reports, and updates about our new research initiatives. (109 words)
- [The First Graduating Class of ConsensusLab Projects | Protocol Labs Research](/content/research/blog/2022/the-first-graduating-class-of-consensuslab-projects.html): When ConsensusLab launched last year, we published a roadmap covering our first 18 months. We are still working towards that same roadmap, with minor adjustments over time to accommodate the changing landscape and externalities. (477 words)
- [COVID-19 Open Innovation Grant Update | Protocol Labs Research](/content/research/blog/2021/covid-19-open-innovation-grant-update/index.html): In the spring of 2020, as a rapid response to the COVID crisis, Protocol Labs launched an accelerated grants program to support open-source projects building tools to confront present and future pandemics. (143 words)
- [Liz Bryson Joins PL Research | Protocol Labs Research](/content/research/blog/2022/liz-bryson-joins-pl-research/index.html): We are excited to welcome Liz Bryson as a Research Administrator at Protocol Labs.
We asked Liz about what brought her to Protocol Labs, the projects she’ll be working on, and her thoughts on future technological developments: (285 words)
- [Funding the Commons | Protocol Labs Research](/content/research/blog/2022/funding-the-commons/index.html): The Network Goods team at Protocol Labs recently held the second in a continuing series of events bringing together researchers and thought leaders to discuss novel experiments and future directions for funding our collective commons. (273 words)
- [Meet Alex Terrazas, CryptoEconLab TPM | Protocol Labs Research](/content/research/blog/2022/meet-alex-terrazas-cryptoeconlab-tpm/index.html): We are excited to announce that Alex Terrazas will be guiding and supporting CryptoEconLab as a Technical Program Manager.
We asked Alex about his journey to Protocol Labs, the CryptoEconLab projects he will be working on, and his thoughts about future technological developments: (188 words)
- [Changing the Internet | Protocol Labs Research](/content/research/blog/2022/changing-the-internet/index.html): How do you design a general-purpose global communication network? That is the question facing researchers and inventors hoping to create a new internet.
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- [Introducing Patrick Woodhead, Retrieval Markets TPM | Protocol Labs Research](/content/research/blog/2022/introducing-patrick-woodhead-retrieval-markets-tpm/index.html): We are pleased to introduce Patrick Woodhead, the Technical Program Manager for the Retrieval Markets initiative. Research into data retrieval systems will be critical to the development of a CDN for Web3, and Patrick is helping to guide these efforts at Protocol Labs. (222 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/research/groups/cryptonetlab/index.html) (32 words)
- [Announcing the First Award for RFP-011, "Changing the Internet" | Protocol Labs Research](/content/research/blog/2022/announcing-the-first-award-for-rfp-011-changing-the-internet.html): PL Research is pleased to announce the first research project funded as part of the Changing the Internet Initiative: a project by Scott Shenker of ICSI and UC Berkeley, Arvind Krishnamurthy of the University of Washington, James McCauley of Mount Holyoke College, and Aurojit Panda of NYU to improve acess to Web3 services by creating a better client interface and user experience for accessing Web3 content. (381 words)
- [On Algebraic Vector Commitments | Protocol Labs Research](/content/research/blog/2022/on-algebraic-vector-commitments/index.html): In this post, we discuss a recent result from Cryptonet about the impossibility of succinct vector commitments in groups of known prime order.
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- [Matej Pavlovic Joins ConsensusLab as a Research Scientist | Protocol Labs Research](/content/research/blog/2022/matej-pavlovic-joins-consensuslab-as-a-research-scientist.html): ConsensusLab is pleased to welcome Matej Pavlovic to the team.
Matej joins us from IBM Research, where he was recently doing research on MirBFT, among other topics in blockchains and distributed systems. (230 words)
- [Sílvia Bessa Joins PL Research | Protocol Labs Research](/content/research/blog/2022/s-c3-adlvia-bessa-joins-pl-research/index.html): We are excited to welcome Sílvia Bessa to the Protocol Labs Research team. We asked Sílvia about her journey to Protocol Labs, the projects she will be working on, and her thoughts about future technological developments: (324 words)
- [Matteo Campanelli Joins CryptoNetLab as a Research Scientist | Protocol Labs Research](/content/research/blog/2022/matteo-campanelli-joins-cryptonetlab-as-a-research-scientist.html): CryptoNetLab is pleased to welcome Matteo Campanelli to the team as a research scientist.
Matteo previously worked as a postdoctoral researcher at Aarhus University (with Claudio Orlandi) and at the IMDEA Software Institute (with Dario Fiore). (172 words)
- [research/publications/tlock-practical-timelock-encryption-from-threshold-bls/gailly2023-pdf.html](/content/research/publications/tlock-practical-timelock-encryption-from-threshold-bls/gailly2023-pdf.html) (1,413 words)
- [Akosh Farkash Joins ConsensusLab as a Research Engineer | Protocol Labs Research](/content/research/blog/2022/akosh-farkash-joins-consensuslab-as-a-research-engineer.html): ConsensusLab are excited to welcome Akosh Farkash to the team!
Akosh joins us from IOHK and CasperLabs, where he helped develop robust and performant blockchain systems, mainly working in Scala and Rust. (527 words)
- [Denis Kolegov Joins ConsensusLab as Research Engineer | Protocol Labs Research](/content/research/blog/2022/denis-kolegov-joins-consensuslab-as-research-engineer.html): We’re excited to welcome Denis Kolegov to the ConsensusLab team, as our newest Research Engineer. Denis joins us after a diverse career in computer security, crossing Tomsk State University, F5 Networks, BI. (172 words)
- [Announcing RFP-014: The One With Private Retrieval | Protocol Labs Research](/content/research/blog/2022/announcing-rfp-014-the-one-with-private-retrieval/index.html): Can we speak privately?
Unfortunately, our current options for private communication are limited, hamstrung by their reliance on a single-trusted-origin data publication model, high latencies, and security vulnerabilities.
We think it is possible to design a scalable system that doesn’t sacrifice latency for privacy. (259 words)
- [Announcing the Final Award for RFP-011, "Changing the Internet" | Protocol Labs Research](/content/research/blog/2023/announcing-the-final-award-for-rfp-011-changing-the-internet.html): PL Research is pleased to announce the final research proposal funded as part of the Changing the Internet Initiative: a project by Maria Apostolaki and Jennifer Rexford of Princeton University’s Electrical and Computer Engineering and Computer Science departments, respectively, to improve the state of the art in routing and edge networking. (336 words)
- [New Research Opportunities From CryptoEconLab | Protocol Labs Research](/content/research/blog/2022/new-research-opportunities-from-cryptoeconlab/index.html): The hard-thinking research scientists of the CryptoEconLab have developed a set of research questions that are particularly appropriate for scoped independent work. These questions can be used to design an MSc thesis or PhD industry-experience project for students in computer science, statistics, complexity science, economics, or related areas, or as the basis for independent research. (281 words)
- [The Pikachu RFP: Checkpointing Filecoin Onto Bitcoin | Protocol Labs Research](/content/research/blog/2022/the-pikachu-rfp-checkpointing-filecoin-onto-bitcoin.html): Blockchains based on a reusable resource (such as proof-of-stake or proof-of-space) are not as secure as those based on proof-of-work. Specifically, they are vulnerable to long-range attacks (LRA), where an adversary can create a long fork very cheaply. (251 words)
- [Sergey Fedorov Joins ConsensusLab as a Research Engineer | Protocol Labs Research](/content/research/blog/2022/sergey-fedorov-joins-consensuslab-as-a-research-engineer.html): ConsensusLab are excited to welcome Sergey Fedorov to the team!
Sergey joins us from NEC Laboratories Europe, where he spent the last 5 years working on security topics, including blockchain technologies. (284 words)
- [Guy Goren Joins ConsensusLab as a Research Scientist | Protocol Labs Research](/content/research/blog/2022/guy-goren-joins-consensuslab-as-a-research-scientist.html): ConsensusLab is excited to welcome Guy Goren to the team!
Guy joins us from Technion, where his PhD research focused on distributed data structures and algorithms, and particularly blockchain protocols. (219 words)
- [Introducing Cryptonet Network Grants | Protocol Labs Research](/content/research/blog/2022/introducing-cryptonet-network-grants/index.html): Originally founded to drive the creation of Filecoin, Cryptonet set out to create a community of researchers and engineers working on designing, proving, improving the building blocks for crypto-networks to engender new capabilities across the Web 3. (226 words)
- [The Road to Lurk | Protocol Labs Research](/content/research/blog/2023/the-road-to-lurk/index.html): Today is my last day at Protocol Labs, after which I am moving on to be the CTO of Lurk Lab. The last five years have gone by in the blink of an eye. As is common in transition, I find myself reflecting on how the past became the present and on the future to come. This post is a whirlwind summary of some of the highlights of my research/development work at Protocol Labs. (2,251 words)
- [New Open Problems in Private Data Retrieval | Protocol Labs Research](/content/research/blog/2022/new-open-problems-in-private-data-retrieval/index.html): tl;dr: We’d like to develop additional protocol-compatible primitives allowing users to interact privately with Web3 content.
Central to the Web3 vision of an open, permissionless, and decentralized internet is the ability of parties to interact directly and privately with each other while retaining ownership of their data. (373 words)
- [Dario Catalano to Advise CryptoNetLab | Protocol Labs Research](/content/research/blog/2022/dario-catalano-to-advise-cryptonetlab/index.html): CryptoNetLab is excited to announce that Dario Catalano will be supporting the team as a research advisor.
Dario is a professor at University of Catania, where he investigates questions related to reducing the gap between theory and practice in cryptography, with a particular focus on developing advanced yet efficient encryption mechanisms and designing secure distributed digital signature schemes. (98 words)
- [New Directions in Network Research | Protocol Labs Research](/content/research/blog/2023/new-directions-in-network-research/index.html): As Protocol Lab’s footprint in the public goods space has grown, the Network Research team has taken the lead on integrating and adapting PL’s work to the needs and interests of the scientific community, with the goal of designing and building public goods to move science forward faster. (282 words)
- [Power Management Extensions for Tagus-SensorNet | Protocol Labs Research](/content/research/publications/power-management-extensions-for-tagus-sensornet/index.html): A flexible Wireless Sensor Network platform for easier implementation of diverse applications has been developed and deployed at one of the Institute Superior Tecnico - Technical University of Lisbon (IST-TUL) campus. (199 words)
- [Raymond Cheng Joins PL Research | Protocol Labs Research](/content/research/blog/2022/raymond-cheng-joins-pl-research/index.html): We are excited to welcome Raymond Cheng to the Protocol Labs Research team. We asked Raymond about his journey to Protocol Labs, the projects he will be working on, and his thoughts about future technological developments: (292 words)
- [Research Acceleration | Protocol Labs Research](/content/research/groups/research-acceleration/index.html): Research Acceleration seeks to enable faster progress through the design and operation of effective and efficient support and funding mechanisms. (222 words)
- [CHARON: Routing in Low-Density Opportunistic Wireless Sensor Networks | Protocol Labs Research](/content/research/publications/charon-routing-in-low-density-opportunistic-wireless-sensor-networks.html): Combining wireless sensor networks (WSNs) with delay-tolerant networking (DTN) has the potential to extend their use in a multitude of previously impossible applications. However, and despite numerous proposed solutions, there is still wide debate as to how to best route messages in these networks and, more importantly, how to do it in an energy-efficient way. (163 words)
- [A Distributed Formation-Based Odor Source Localization Algorithm – Design, Implementation, and Wind Tunnel Evaluation | Protocol Labs Research](/content/research/publications/a-distributed-formation-based-odor-source-localization-algorithm-design-implementation-and-wind-tunnel-evaluation.html): Robotic odor source localization is a promising tool with numerous applications in safety, search and rescue, and environmental science. In this paper, we present an algorithm for odor source localization using multiple cooperating robots equipped with chemical sensors. (165 words)
- [A Farewell to Protocol Labs Research | Protocol Labs Research](/content/research/blog/2024/a-farewell-to-protocol-labs-research/index.html): Reflecting on my time at Protocol Labs Research over the past five years, I can’t help but feel grateful. What began as a journey into uncharted territories of start-up research evolved into an extended mosaic of happy memories. (244 words)
- [Ioannis Caragiannis to Advise Cryptonet | Protocol Labs Research](/content/research/blog/2022/ioannis-caragiannis-to-advise-cryptonet/index.html): Cryptonet is excited to announce that Ioannis Caragiannis will be supporting the team as a research advisor.
Ioannis is a professor at Aarhus University, where he also serves as the head of the research group on computational complexity and game theory. (83 words)
- [Practical Issues in the Development of a Minimalistic Power Management Solution for WSNs | Protocol Labs Research](/content/research/publications/practical-issues-in-the-development-of-a-minimalistic-power-management-solution-for-wsns.html): A flexible Wireless Sensor Network platform for implementation of diverse applications has been developed and deployed at Instituto Superior Tecnico – Technical University of Lisbon (IST-TUL). Since its initial deployment in 2007, this testbed has grown steadily, supporting new nodes, applications and experiments. (177 words)
- [CHARON: Convergent Hybrid-Replication Approach to Routing in Opportunistic Networks – Efficient Collection Routing for Low-Density Mobile WSNs | Protocol Labs Research](/content/research/publications/charon-convergent-hybrid-replication-approach-to-routing-in-opportunistic-networks-efficient-collection-routing-for-low-density-mobile-wsns.html): Wireless Sensor Networks (WSNs) have been slowly moving into the mainstream as remote monitoring solutions – especially in hostile, hard-to-reach or otherwise complicated scenarios, where deployment of a traditional network may be unpractical. (208 words)
- [Verifiable Computation on Encrypted Data | Protocol Labs Research](/content/research/talks/verifiable-computation-on-encrypted-data/index.html):   (50 words)
- [Flexible Triangular Formation Keeping of Marine Robotic Vehicles Using Range Measurements | Protocol Labs Research](/content/research/publications/flexible-triangular-formation-keeping-of-marine-robotic-vehicles-using-range-measurements.html): This paper addresses the problem of keeping an autonomous marine vehicle in a moving triangular formation by regulating its position with respect to two leader vehicles. The follower vehicle has no prior knowledge of the path described by the leaders but has access to their heading angle and is able to measure inter-vehicle ranges. (195 words)
- [Opportunistic Data Collection in Sparse Wireless Sensor Networks | Protocol Labs Research](/content/research/publications/opportunistic-data-collection-in-sparse-wireless-sensor-networks.html): Opportunistic wireless sensor networks (WSNs) have recently been proposed as solutions for many remote monitoring problems. Many such problems, including environmental monitoring, involve large deployment scenarios with lower-than-average node density, as well as a long time scale and limited budgets. (176 words)
- [A Graph-Based Formation Algorithm for Odor Plume Tracing | Protocol Labs Research](/content/research/publications/a-graph-based-formation-algorithm-for-odor-plume-tracing.html): Odor plume tracing is a challenging robotics application, made difficult by the combination of the patchy characteristics of odor distribution and the slow response of the available sensors. This work proposes a graph-based formation control algorithm to coordinate a group of small robots equipped with odor sensors, with the goal of tracing an odor plume to its source. (137 words)
- [Experimental and Analytical Performance Evaluation of a Real Opportunistic Wireless Sensor Network | Protocol Labs Research](/content/research/publications/experimental-and-analytical-performance-evaluation-of-a-real-opportunistic-wireless-sensor-network.html): The use of opportunistic communications, while increasing in popularity, is still limited, due in part to some uncertainty that still exists regarding its performance in real-world conditions. This paper tries to assess the real performance of an opportunistic routing implementation in a physical setting, by comparing it with its expected performance, determined by a simplified theoretical model. (196 words)
- [Triangular Formation Control Using Range Measurements: An Application to Marine Robotic Vehicles | Protocol Labs Research](/content/research/publications/triangular-formation-control-using-range-measurements-an-application-to-marine-robotic-vehicles.html): This paper addresses the problem of maintaining an autonomous robotic vehicle in a moving triangular formation by regulating its position with respect to two leader vehicles. The robotic vehicle has no a priori knowledge of the path described by the leaders and its goal is to follow them by constantly regulating the inter-vehicle distances to a desired fixed value, using range-only measurements. (212 words)
- [IPFS Network Measurements and Improvement Opportunities | Protocol Labs Research](/content/research/talks/ipfs-network-measurements-and-improvement-opportunities.html):   (120 words)
- [Cryptonet Launches New Open Source SNARK System | Protocol Labs Research](/content/research/blog/2023/cryptonet-launches-new-open-source-snark-system/index.html): Testudo is a new open source SNARK system developed by Cryptonet that offers efficient proofs with smaller setups. It uses polynomial commitments and sumchecks to prove the satisfiability of an R1CS system, and applies several optimizations to reduce the trusted setup size, improve proving times, and achieve fast verification and small proof size. (85 words)
- [Joint ASV/AUV Range-Based Formation Control: Theory and Experimental Results | Protocol Labs Research](/content/research/publications/joint-asv/auv-range-based-formation-control-theory-and-experimental-results.html): The use of groups of autonomous marine vehicles has enormous potential in numerous marine applications, perhaps the most relevant of which is the surveying and exploration of the oceans, still widely unknown and misunderstood. (249 words)
- [Design and Implementation of a Range-Based Formation Controller for Marine Robots | Protocol Labs Research](/content/research/publications/design-and-implementation-of-a-range-based-formation-controller-for-marine-robots.html): There is considerable worldwide interest in the use of groups of autonomous marine vehicles to carry our challenging mission scenarios, of which marine habitat mapping of complex, non-structured environments is a representative example. (230 words)
- [The Khepera IV Mobile Robot: Performance Evaluation, Sensory Data, and Software Toolbox | Protocol Labs Research](/content/research/publications/the-khepera-iv-mobile-robot-performance-evaluation-sensory-data-and-software-toolbox.html): Taking distributed robotic system research from simulation to the real world often requires the use of small robots that can be deployed and managed in large numbers. This has led to the development of a multitude of these devices, deployed in the thousands by researchers worldwide. (186 words)
- [A Technical Dive Into Filecoin’s Tokeneconomics | Protocol Labs Research](/content/research/talks/a-technical-dive-into-filecoins-tokeneconomics/index.html):   (53 words)
- [An Algorithm for Formation-Based Chemical Plume Tracing Using Robotic Marine Vehicles | Protocol Labs Research](/content/research/publications/an-algorithm-for-formation-based-chemical-plume-tracing-using-robotic-marine-vehicles.html): Robotic chemical plume tracing is a growing area of research, with envisioned real-world applications including pollution tracking, search and rescue, and ecosystem identification. However, following a chemical signal in the water is not an easy task due to the nature of chemical transport and to limitations in sensing and communication. (210 words)
- [Towards 3-D Distributed Odor Source Localization: An Extended Graph-Based Formation Control Algorithm for Plume Tracking | Protocol Labs Research](/content/research/publications/towards-3-d-distributed-odor-source-localization-an-extended-graph-based-formation-control-algorithm-for-plume-tracking.html): The large number of potential applications for robotic odor source localization has motivated the development of a variety of plume tracking algorithms, the majority of which work in restricted two-dimensional scenarios. (190 words)
- [Protocol Labs: First Principles Thinking - History of Finance & Filecoin | Protocol Labs Research](/content/research/talks/protocol-labs-first-principles-thinking-history-of-finance-filecoin.html):   (68 words)
- [Vector Commitment Techniques and Applications to Verifiable Decentralized Storage | Protocol Labs Research](/content/research/talks/vector-commitment-techniques-and-applications-to-verifiable-decentralized-storage.html):   (302 words)
- [Good SNARKs Are Here Needed | Protocol Labs Research](/content/research/talks/good-snarks-are-here-needed/index.html):   (24 words)
- [On Modeling Blockchain-Enabled Economic Networks as Stochastic Dynamical Systems | Protocol Labs Research](/content/research/publications/on-modeling-blockchain-enabled-economic-networks-as-stochastic-dynamical-systems.html): Blockchain networks have attracted tremendous attention for creating cryptocurrencies and decentralized economies built on peer-to-peer protocols. However, the complex nature of the dynamics and feedback mechanisms within these economic networks has rendered it difficult to reason about the growth and evolution of these networks. (214 words)
- [More Than Just Storage: Business Opportunities on Filecoin | Protocol Labs Research](/content/research/talks/more-than-just-storage-business-opportunities-on-filecoin.html):   (30 words)
- [A Survey of Rational Proofs | Protocol Labs Research](/content/research/talks/a-survey-of-rational-proofs/index.html):   (71 words)
- [The Filecoin Storage Economy | Protocol Labs Research](/content/research/talks/the-filecoin-storage-economy/index.html):   (45 words)
- [Filecoin Economy Deep Dive | Protocol Labs Research](/content/research/talks/filecoin-economy-deep-dive/index.html):   (33 words)
- [HyperDrive Deep Dive | Protocol Labs Research](/content/research/talks/hyperdrive-deep-dive/index.html):   (52 words)
- [Caulk: Lookup Arguments in Sublinear Time | Protocol Labs Research](/content/research/publications/caulk-lookup-arguments-in-sublinear-time/index.html): We present position-hiding linkability for vector commitment schemes: one can prove in zero knowledge that one or m values that comprise commitment cm all belong to the vector of size N committed to in C. (187 words)
- [Zk-SNARKs for the World! | Protocol Labs Research](/content/research/blog/2021/zk-snarks-for-the-world/index.html): Did you know Filecoin is the largest zk-SNARK network deployed to date?
For the past two years we have been working on bringing zk-SNARKs to the world and to the Filecoin Network. (307 words)
- [LURK: Lambda, the Ultimate Recursive Knowledge | Protocol Labs Research](/content/research/publications/lurk-lambda-the-ultimate-recursive-knowledge/index.html): We introduce Lurk, a new LISP-based programming language for zk-SNARKs. Traditional approaches to programming over zero-knowledge proofs require compiling the desired computation into a flat circuit, imposing serious constraints on the size and complexity of computations that can be achieved in practice. (128 words)
- [research/blog/2019/a-new-lab-for-resilient-networks-research/pl-techrep-merklecrdt-v0-1-dec30-pdf.html](/content/research/blog/2019/a-new-lab-for-resilient-networks-research/pl-techrep-merklecrdt-v0-1-dec30-pdf.html) (1,056 words)
- [SpaceVDF: Verifiable Delay Functions Using Cryptographic Satellites | Protocol Labs Research](/content/research/publications/spacevdf-verifiable-delay-functions-using-cryptographic-satellites.html): In this document we aim to evaluate how VDF algorithms based on physical limits can be implemented in satellites and which physical properties / or roles of physics we can utilize to guarantee the passage of time. (93 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/outreach/about/about/people/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/outreach/about/about/blog/index.html) (32 words)
- [research/publications/rewarding-relays-for-decentralised-nat-traversal-using-smart-contracts/psaras2020a-pdf.html](/content/research/publications/rewarding-relays-for-decentralised-nat-traversal-using-smart-contracts/psaras2020a-pdf.html) (1,399 words)
- [Registration | ConsensusDays 23](/content/research/sites/consensusday23/registration/index.html): ConsensusDays 23 aims to provide a forum for the discussion of early-stage but high-impact research with scientific interest and real-world applications., ConsensusDays 23 aims to provide a forum for the discussion of early-stage but high-impact research with scientific interest and real-world applications. (11 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/outreach/about/groups/index.html) (32 words)
- [Decentralized Hole Punching](/content/research/publications/decentralized-hole-punching/seemann2022-pdf.html) (1,829 words)
- [Snarks for the world](/content/research/sites/snarks/index.html) (871 words)
- [research/publications/monza-fast-maliciously-secure-two-party-computation-on-z_2k/catalano2019-pdf.html](/content/research/publications/monza-fast-maliciously-secure-two-party-computation-on-z_2k/catalano2019-pdf.html) (22,516 words)
- [Matteo Campanelli | Protocol Labs Research](/content/research/authors/matteo-campanelli/index.html): Matteo is interested in the science and applications of succinct cryptographic proofs (how can I convince you that I know a potentially huge—and potentially secret—piece of data with a very very tiny proof). (637 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/outreach/blog/outreach/index.html) (32 words)
- [Talks | Protocol Labs Research](/content/research/talks/index.html) (181 words)
- [Programme | ConsensusDay 22](/content/research/sites/consensusday22/programme/index.html): ConsensusDay 22 (496 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/blog/research/privacy-policy/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/outreach/research/index.html) (32 words)
- [Calls | ConsensusDay 22](/content/research/sites/consensusday22/calls/index.html): ConsensusDay 22 (503 words)
- [research/publications/ipfs-fan-a-function-addressable-computation-network/delarocha2021a-pdf.html](/content/research/publications/ipfs-fan-a-function-addressable-computation-network/delarocha2021a-pdf.html) (2,527 words)
- [Calls | ConsensusDays 23](/content/research/sites/consensusday23/calls/index.html): ConsensusDays 23 aims to provide a forum for the discussion of early-stage but high-impact research with scientific interest and real-world applications., ConsensusDays 23 aims to provide a forum for the discussion of early-stage but high-impact research with scientific interest and real-world applications. (541 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/outreach/groups/index.html) (32 words)
- [ConsensusDays 23](/content/research/sites/consensusday23/index.html): ConsensusDays 23 aims to provide a forum for the discussion of early-stage but high-impact research with scientific interest and real-world applications., ConsensusDays 23 aims to provide a forum for the discussion of early-stage but high-impact research with scientific interest and real-world applications. (404 words)
- [Parallel Execution Project Update | Protocol Labs Research](/content/research/talks/parallel-execution-project-update/index.html):   (53 words)
- [Securing Membership and State Checkpoints of BFT and PoS Blockchains by Anchoring Onto the Bitcoin Blockchain | Protocol Labs Research](/content/research/talks/securing-membership-and-state-checkpoints-of-bft-and-pos-blockchains-by-anchoring-onto-the-bitcoin-blockchain.html):   (103 words)
- [Filecoin Hierarchical Consensus | Protocol Labs Research](/content/research/talks/filecoin-hierarchical-consensus/index.html):   (60 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/blog/2021/resnetlab-presentations-at-devfolios-eth-india-2021-fellowship/publications/accelerating-content-routing-with-bitswap-a-multi-path-file-transfer-protocol-in-ipfs-and-filecoin/talks/index.html) (32 words)
- [SoK: Tools for Game Theoretic Models of Security for Cryptocurrencies | Protocol Labs Research](/content/research/talks/sok-tools-for-game-theoretic-models-of-security-for-cryptocurrencies.html):   (65 words)
- [A Metaverse of Walled Gardens? | Protocol Labs Research](/content/research/talks/a-metaverse-of-walled-gardens/index.html):   (101 words)
- [DOnlyFans | Protocol Labs Research](/content/research/talks/donlyfans/index.html):   (38 words)
- [Enriching Kademlia by Partitioning | Protocol Labs Research](/content/research/publications/enriching-kademlia-by-partitioning/index.html): Decentralizing the Web is becoming an increasingly interesting endeavor that aims at improving user security and privacy as well as providing guaranteed ownership of content. One such endeavor that pushes towards this reality, is Protocol Labs’ Inter-Planetary File System (IPFS) network, that provides a decentralized large scale file system to support the decentralized Web. (245 words)
- [Nicola Greco | Protocol Labs Research](/content/research/authors/nicola-greco/index.html): Nicola is working to re-decentralize the web. He is a researcher at Protocol Labs, a PhD student (on leave) at MIT advised by Tim Berners-Lee, and friend at Berkman Center. He writes and advances research on ways to re-decentralize the web, focusing on technical, political, and social aspects of decentralized systems. (383 words)
- [Bitcoin Checkpointing Project Update | Protocol Labs Research](/content/research/talks/bitcoin-checkpointing-project-update/index.html):   (44 words)
- [Private Attacks in Longest Chain PoS Protocols With Single Secret Leader Election | Protocol Labs Research](/content/research/talks/private-attacks-in-longest-chain-pos-protocols-with-single-secret-leader-election.html):   (96 words)
- [Hierarchical Consensus: A Horizontal Scaling Framework for Blockchains | Protocol Labs Research](/content/research/talks/hierarchical-consensus-a-horizontal-scaling-framework-for-blockchains.html):   (158 words)
- [Private Attacks in Longest Chain Proof-of-Stake Protocols With Single Secret Leader Elections | Protocol Labs Research](/content/research/publications/private-attacks-in-longest-chain-proof-of-stake-protocols-with-single-secret-leader-elections.html): Single Secret Leader Elections have recently been proposed as an improved leader election mechanism for proof-of-stake (PoS) blockchains. However, the security gain they provide has not been quantified. In this work, we present a comparison of PoS longest-chain protocols that are based on Single Secret Leader Elections (SSLE) - that elect exactly one leader per round - versus those based on Probabilistic Leader Elections (PLE) - where one leader is elected on expectation. (193 words)
- [Winkle: A Decentralized Checkpointing for Proof-of-Stake Systems | Protocol Labs Research](/content/research/talks/winkle-a-decentralized-checkpointing-for-proof-of-stake-systems.html):   (54 words)
- [Sliding Window Challenge Process for Congestion Detection | Protocol Labs Research](/content/research/publications/sliding-window-challenge-process-for-congestion-detection.html): Many prominent smart contract applications such as payment channels, auctions, and voting systems often involve a mechanism in which some party must respond to a challenge or appeal some action within a fixed time limit. (240 words)
- [Hierarchical Consensus Project Update | Protocol Labs Research](/content/research/talks/hierarchical-consensus-project-update/index.html):   (50 words)
- [Unexpected Consensus? the Possible Futures of the Filecoin Network | Protocol Labs Research](/content/research/talks/unexpected-consensus-the-possible-futures-of-the-filecoin-network.html):   (59 words)
- [Winkle: Foiling Long-Range Attacks in Proof-of-Stake Systems | Protocol Labs Research](/content/research/publications/winkle-foiling-long-range-attacks-in-proof-of-stake-systems.html): Winkle protects any validator-based byzantine fault tolerant consensus mechanisms, such as those used in modern Proof-of-Stake blockchains, against long-range attacks where old validators’ signature keys get compromised. Winkle is a decentralized secondary layer of client-based validation, where a client includes a single additional field into a transaction that they sign: a hash of the previously sequenced block. (169 words)
- [SoK: Tools for Game Theoretic Models of Security for Cryptocurrencies | Protocol Labs Research](/content/research/publications/sok-tools-for-game-theoretic-models-of-security-for-cryptocurrencies.html): Cryptocurrencies have garnered much attention in recent years, both from the academic community and industry. One interesting aspect of cryptocurrencies is their explicit consideration of incentives at the protocol level, which has motivated a large body of work, yet many open problems still exist and current systems rarely deal with incentive related problems well. (177 words)
- [Blockchain Meets Concurrency: Scaling FVM With Multi-Threaded Execution | Protocol Labs Research](/content/research/talks/blockchain-meets-concurrency-scaling-fvm-with-multi-threaded-execution.html):   (47 words)
- [Interplanetary Consensus: Now Playing in Eudico Near You | Protocol Labs Research](/content/research/talks/interplanetary-consensus-now-playing-in-eudico-near-you.html):   (50 words)
- [research/publications/filecoin-a-decentralized-storage-network/protocollabs2017a-pdf.html](/content/research/publications/filecoin-a-decentralized-storage-network/protocollabs2017a-pdf.html) (15,698 words)
- [Design and Evaluation of IPFS: A Storage Layer for the Decentralized Web | Protocol Labs Research](/content/research/publications/design-and-evaluation-of-ipfs-a-storage-layer-for-the-decentralized-web.html): Recent years have witnessed growing consolidation of web operations. For example, the majority of web traffic now originates from a few organizations, and even micro-websites often choose to host on large pre-existing cloud infrastructures. (231 words)
- [Filecoin: A Decentralized Storage Network | Protocol Labs Research](/content/research/publications/filecoin-a-decentralized-storage-network/index.html): The internet is in the middle of a revolution: centralized proprietary services are being replaced with decentralized open ones; trusted parties replaced with verifiable computation; brittle location addresses replaced with resilient content addresses; inefficient monolithic services replaced with peer-to-peer algo-rithmic markets. (485 words)
- [Proof of Replication Using Depth Robust Graphs | Protocol Labs Research](/content/research/talks/proof-of-replication-using-depth-robust-graphs/index.html):   (38 words)
- [Pikachu: Securing PoS Blockchains From Long-Range Attacks by Checkpointing Into Bitcoin PoW Using Taproot | Protocol Labs Research](/content/research/publications/pikachu-securing-pos-blockchains-from-long-range-attacks-by-checkpointing-into-bitcoin-pow-using-taproot.html): Blockchain systems based on a reusable resource, such as proof-of-stake (PoS), provide weaker security guarantees than those based on proof-of-work. Specifically, they are vulnerable to long-range attacks, where an adversary can corrupt prior participants in order to rewrite the full history of the chain. (157 words)
- [Security Analysis of Filecoin's Expected Consensus in the Byzantine vs Honest Model | Protocol Labs Research](/content/research/publications/security-analysis-of-filecoins-expected-consensus-in-the-byzantine-vs-honest-model.html): Filecoin is the largest storage-based open-source blockchain, both by storage capacity (>11EiB) and market capitalization. This paper provides the first formal security analysis of Filecoin’s consensus (ordering) protocol, Expected Consensus (EC). (185 words)
- [Scaling Proof-of-Replication for Filecoin Mining | Protocol Labs Research](/content/research/publications/scaling-proof-of-replication-for-filecoin-mining/index.html): A proof-of-replication (PoRep) is a proof system that a server can use to demonstrate to a network in a publicly verifiable way that it is dedicating unique resources to storing one or more replicas of a data file. (196 words)
- [Proofs of Replication](/content/research/publications/poreps-proofs-of-space-on-useful-data/fisch2018a-pdf.html) (36,387 words)
- [Hierarchical Consensus: A Horizontal Scaling Framework for Blockchains | Protocol Labs Research](/content/research/publications/hierarchical-consensus-a-horizontal-scaling-framework-for-blockchains.html): We present the Filecoin Hierarchical Consensus framework, which aims to overcome the throughput challenges of blockchain consensus by horizontally scaling the network. Unlike traditional sharding designs, based on partitioning the state of the network, our solution centers on the concept of subnets –which are organized hierarchically– and can be spawned on-demand to manage new state. (152 words)
- [On the Future of Decentralized Computing | Protocol Labs Research](/content/research/publications/on-the-future-of-decentralized-computing/index.html): Decentralized systems (e.g., blockchain systems) have the potential to revolutionize financial and payment systems, as well as the internet — for the good of humankind and planet Earth. This position paper aims at justifying this standpoint and at laying out a vision for the future of decentralized computing. (208 words)
- [A Finality Calculator for Filecoin’s Expected Consensus | Protocol Labs Research](/content/research/publications/a-finality-calculator-for-filecoins-expected-consensus.html): We propose a finality calculator for Filecoin’s Expected consensus that considers what takes place during epochs and can attain, under normal operating conditions, an error probability of 2^(−30) in 30 epochs (15 minutes) - a 30x improvement over the current 900-epoch threshold. (76 words)
- [Mir-BFT: Scalable and Robust BFT for Decentralized Networks | Protocol Labs Research](/content/research/publications/mir-bft-scalable-and-robust-bft-for-decentralized-networks.html): This paper presents Mir-BFT, a robust Byzantine fault-tolerant (BFT) total order broadcast protocol aimed at maximizing throughput on wide-area networks (WANs), targeting deployments in decentralized networks, such as permissioned and Proof-of-Stake permissionless blockchain systems. (244 words)
- [IPFS - Content Addressed, Versioned, P2P File System | Protocol Labs Research](/content/research/publications/ipfs-content-addressed-versioned-p2p-file-system/index.html): The InterPlanetary File System (IPFS) is a peer-to-peer distributed file system that seeks to connect all computing devices with the same system of files. In some ways, IPFS is similar to the Web, but IPFS could be seen as a single BitTorrent swarm, exchanging objects within one Git repository. (134 words)
- [Realising Web3: 15 Months of ConsensusLab | Protocol Labs Research](/content/research/talks/realising-web3-15-months-of-consensuslab/index.html):   (54 words)
- [On the Impossibility of Algebraic Vector Commitments in Pairing-Free Groups | Protocol Labs Research](/content/research/publications/on-the-impossibility-of-algebraic-vector-commitments-in-pairing-free-groups.html): Vector Commitments allow one to (concisely) commit to a vector of messages so that one can later (concisely) open the commitment at selected locations. In the state of the art of vector commitments, algebraic constructions have emerged as a particularly useful class, as they enable advanced properties, such as stateless updates, subvector openings and aggregation, that are for example unknown in Merkle-tree-based schemes. (190 words)
- [Tendermint Subnet Consensus Project Update | Protocol Labs Research](/content/research/talks/tendermint-subnet-consensus-project-update/index.html):   (44 words)
- [AuroraLight: Improved Prover Efficiency and SRS Size in a Sonic-Like System | Protocol Labs Research](/content/research/publications/auroralight-improved-prover-efficiency-and-srs-size-in-a-sonic-like-system.html): Using ideas from the recent Aurora zk-STARK of Ben-Sasson et al. [BCR + 19], we present a zk-SNARK with a universal and updatable SRS similar to the recent construction of Maller et al. (105 words)
- [Janus and Granite | Protocol Labs Research](/content/research/talks/janus-and-granite/index.html):   (35 words)
- [State Machine Replication Scalability Made Simple | Protocol Labs Research](/content/research/publications/state-machine-replication-scalability-made-simple/index.html): Consensus, state machine replication (SMR) and total order broadcast (TOB) protocols are notorious for being poorly scalable with the number of participating nodes. Despite the recent race to reduce overall message complexity of leader-driven SMR/TOB protocols, scalability remains poor and the throughput is typically inversely proportional to the number of nodes. (144 words)
- [Building Modular and Scalable BFT Consensus Using the Mir Framework | Protocol Labs Research](/content/research/talks/building-modular-and-scalable-bft-consensus-using-the-mir-framework.html):   (59 words)
- [Automating QUIC Interoperability Testing | Protocol Labs Research](/content/research/publications/automating-quic-interoperability-testing/index.html): We present QuicInteropRunner [1,2], a test framework for automated and on-demand interoperability testing between implementations of the QUIC protocol [3]. We describe the key constraints and insights that defined our work, the recent innovations that made the framework possible, a high-level overview of our design, and a few exemplary tests. (113 words)
- [Scalable Asynchronous Randomized Byzantine Agreement | Protocol Labs Research](/content/research/talks/scalable-asynchronous-randomized-byzantine-agreement.html):   (142 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/blog/research/index.html) (32 words)
- [New Directions in Consensus | Protocol Labs Research](/content/research/talks/new-directions-in-consensus/index.html):   (43 words)
- [Joseph Bonneau | Protocol Labs Research](/content/research/authors/joseph-bonneau/index.html) (58 words)
- [PoReps: Proof of Space on Real Data | Protocol Labs Research](/content/research/talks/poreps-proof-of-space-on-real-data/index.html):   (62 words)
- [The Importance of Consensus R&D Breakthroughs | Protocol Labs Research](/content/research/talks/the-importance-of-consensus-rd-breakthroughs/index.html):   (53 words)
- [Applications of Interplanetary Consensus | Protocol Labs Research](/content/research/talks/applications-of-interplanetary-consensus/index.html):   (43 words)
- [Mutable Content | Protocol Labs Research](/content/research/tutorials/resnetlab-on-tour/mutable-content/index.html): This module answers all your questions on how IPFS can be used for dynamic real-time applications. In this module, you’ll hear about:
How to reason about dynamic data on IPFS IPNS, the simplest construction for naming in IPFS PubSub and subsecond latency for interactive apps CRDTs for distributed applications Ecosystem tooling and existing applications  (104 words)
- [Scaling ZkSNARKs to Meet the Demands of Filecoin | Protocol Labs Research](/content/research/talks/scaling-zksnarks-to-meet-the-demands-of-filecoin/index.html):   (50 words)
- [A Vision for ConsensusLab and Decentralized Computing  | Protocol Labs Research](/content/research/talks/a-vision-for-consensuslab-and-decentralized-computing.html):   (55 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/outreach/blog/index.html) (32 words)
- [Decentralized Hole Punching | Protocol Labs Research](/content/research/publications/decentralized-hole-punching/index.html): We present a decentralized hole punching mechanism built into the peer-to-peer networking library libp2p. Hole punching is crucial for peer-to-peer networks, enabling each participant to directly communicate to any other participant, despite being separated by firewalls and NATs. (178 words)
- [Consensus Hierarchies | Protocol Labs Research](/content/research/talks/consensus-hierarchies/index.html):   (39 words)
- [Filecoin: A Cryptocurrency Operated File Storage Network | Protocol Labs Research](/content/research/publications/filecoin-a-cryptocurrency-operated-file-storage-network.html): Filecoin is a distributed electronic currency similar to Bitcoin. Unlike Bitcoin’s computation-only proof-of-work, Filecoin’s proof-of-work function includes a proof-of-retrievability component, which requires nodes to prove they store a particular file. The Filecoin network forms an entirely distributed file storage system, whose nodes are incentivized to store as much of the entire network’s data as they can. (60 words)
- [MonZa: Fast Maliciously Secure Two Party Computation on Z_{2^k} | Protocol Labs Research](/content/research/publications/monza-fast-maliciously-secure-two-party-computation-on-z_2k.html): In this paper we present a new 2-party protocol for secure computation over rings of the form Z2k. As many recent efficient MPC protocols supporting dishonest majority, our protocol consists of a heavier (input-independent) pre-processing phase and a very efficient online stage. (254 words)
- [Interplanetary Consensus: Scaling Blockchains With Subnets in an Easy-to-Trust Model | Protocol Labs Research](/content/research/talks/interplanetary-consensus-scaling-blockchains-with-subnets-in-an-easy-to-trust-model.html):   (49 words)
- [Censorship-resistant Web Annotations Based onEthereum and IPFS](/content/research/publications/censorship-resistant-web-annotations-based-on-ethereum-and-ipfs/santos2019-pdf.html) (1,999 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/outreach/people/index.html) (32 words)
- [PLONK: Permutations Over Lagrange-Bases for Oecumenical Noninteractive Arguments of Knowledge | Protocol Labs Research](/content/research/publications/plonk-permutations-over-lagrange-bases-for-oecumenical-noninteractive-arguments-of-knowledge.html): zk-SNARK constructions that utilize an updatable universal structured reference string remove one of the main obstacles in deploying zk-SNARKs[GKM + ]. The important work of Maller et al. [MBKM19] presented Sonic-the first potentially practical zk-SNARK with fully succinct verification for general arithmetic circuits with such an SRS. (170 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/tutorials/tutorials/index.html) (32 words)
- [IPLD Research and Future Directions | Protocol Labs Research](/content/research/talks/ipld-research-and-future-directions/index.html):   (68 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/talks/groups/index.html) (32 words)
- [VDFs and Filecoin | Protocol Labs Research](/content/research/talks/vdfs-and-filecoin/index.html):   (43 words)
- [Power Fault Tolerance | Protocol Labs Research](/content/research/publications/power-fault-tolerance/index.html): Byzantine Fault Tolerance (BFT) accounts for faults as the number of faulty nodes and is thus cumbersome to apply to many modern decentralized systems. We introduce the Power Fault Tolerance (PFT) model, which reframes BFT in terms of participants’ influence over the outcome of a protocol, instead of the number of nodes. (133 words)
- [F3 and GossipBFT: Fast Finality on Longest-Chain Protocols | Protocol Labs Research](/content/research/talks/f3-and-gossipbft-fast-finality-on-longest-chain-protocols.html):   (86 words)
- [Drand - The Distributed Randomness Beacon | Protocol Labs Research](/content/research/tutorials/resnetlab-on-tour/drand/index.html): drand is a distributed randomness beacon. It provides publicly-verifiable, unpredictable, and bias-resistant random numbers as a public service. In this module, we’ll walk through:
Threshold Cryptography & Randomness Distributed Key Generation in drand The Setup and Randomness Generation Phases The League of Entropy  (92 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/outreach/index.html) (32 words)
- [Single Secret Leader Election | Protocol Labs Research](/content/research/talks/single-secret-leader-election/index.html):   (44 words)
- [Sarah Azouvi | Protocol Labs Research](/content/research/authors/sarah-azouvi/index.html): Sarah is a research scientist with interests that lie at the intersection of Applied Cryptography, Distributed Systems, and Game Theory. During her PhD, she mostly worked on decentralized consensus protocols but also looked at other aspects of decentralized systems such as their governance. (391 words)
- [Expected Consensus | Protocol Labs Research](/content/research/talks/expected-consensus/index.html):   (53 words)
- [Base Fee Manipulation In Ethereum's EIP-1559 Transaction Fee Mechanism](/content/research/publications/base-fee-manipulation-in-ethereums-eip-1559-transaction-fee-mechanism/azouvi2023-pdf.html) (12,570 words)
- [Rosario Gennaro | Protocol Labs Research](/content/research/authors/rosario-gennaro/index.html): Rosario Gennaro received his PhD from the Massachusetts Institute of Technology in 1996, and was a researcher at the IBM T.J.Watson Research Center before joining City College in the Summer of 2012. (463 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/blog/2021/a-visualization-tool-for-the-ipfs-dht/e2-80-8b-e2-80-8bhttps/github-com/libp2p/go-libp2p-kad-dht/index.html) (32 words)
- [Vasilis Giotsas | Protocol Labs Research](/content/research/authors/vasilis-giotsas/index.html): Vasileios (Vasilis) Giotsas is a research engineer focusing on network measurements and telemetry, mapping of the Internet topology, and Internet routing. He has worked as a Lecturer at the Computer and Communications department of Lancaster University, as a research scientist at the Internet Measurement and Analysis group of Technischen Universität Berlin, and as postdoctoral researcher at CAIDA (Center of Advanced Internet Data Analysis) at the University of California San Diego. (428 words)
- [Willes Lau | Protocol Labs Research](/content/research/authors/willes-lau/index.html): Willes is busy at the moment. You can try reach the cat. If the cat says he is not available, then he is either coding or outside photographing. (126 words)
- [The Case for AI Based Web3 Reputation Systems](/content/research/publications/the-case-for-ai-based-web3-reputation-systems/psaras2021-pdf.html) (1,603 words)
- [Michael Hammersley | Protocol Labs Research](/content/research/authors/michael-hammersley/index.html): Michael is a Materials Engineer by training – he helped develop a polymeric touchscreen with buttons that rise out of the surface at Tactus, and then ran failure analyses on the computers and electronic components for the Avionics department at SpaceX. (187 words)
- [Vivien Quéma | Protocol Labs Research](/content/research/authors/vivien-quema/index.html): Vivien is a Professor of Computer Science at Grenoble INP (ENSIMAG) and a member of the LIG laboratory (ERODS).
Prior to joining Grenoble INP in 2011, he worked as a researcher at CNRS and as a post-doctoral researcher at the University of Rome 1 “La Sapienza”. (180 words)
- [Resnetlab-on-Tour | Protocol Labs Research](/content/research/tags/resnetlab-on-tour/index.html) (511 words)
- [Will Scott | Protocol Labs Research](/content/research/authors/will-scott/index.html): Will’s research interests are on access to genuine online services. He believes that Internet access should not be hampered by explicit censorship from government and corporate entities, by integrity failures in online services, and by services that are not yet implemented. (340 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/blog/2021/resnetlab-presentations-at-devfolios-eth-india-2021-fellowship/publications/accelerating-content-routing-with-bitswap-a-multi-path-file-transfer-protocol-in-ipfs-and-filecoin.html) (32 words)
- [Tom Mellan | Protocol Labs Research](/content/research/authors/tom-mellan/index.html): Tom is passionate about Bayesian statistics, interdisciplinary collaboration, and using math and computers to study humanity’s most interesting questions.
Tom’s academic background is in theoretical physics and computational chemistry. He applied insights from these fields to his work at Imperial College modeling infectious diseases, merging the policy-decision perspective with the fundamental questions of understanding stochastic processes with competitively-interacting dynamics. (101 words)
- [Volker Mische | Protocol Labs Research](/content/research/authors/volker-mische/index.html) (199 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/posts/201912-resnetlab-launch/pl-techrep-gossipsub-v0-1-dec30-pdf.html) (32 words)
- [GossipSub: A Secure PubSub Protocol for Unstructured, Decentralised P2P Overlays](/content/research/blog/2019/a-new-lab-for-resilient-networks-research/pl-techrep-gossipsub-v0-1-dec30-pdf.html) (949 words)
- [Yann Vonlanthen | Protocol Labs Research](/content/research/authors/yann-vonlanthen/index.html): Yann holds BSc and MSc degrees in Communication Systems with a specialization in cyber security from École polytechnique fédérale de Lausanne (Lausanne, Switzerland), where he also worked as a research assistant in the lab of Prof. (187 words)
- [Xuechao Wang | Protocol Labs Research](/content/research/authors/xuechao-wang/index.html): Xuechao Wang is a PhD candidate in the department of Electrical and Computer Engineering at University of Illinois at Urbana-Champaign, where he received his MSc in 2020. Before that, he received his BSc from the department of Electronic Engineering at Tsinghua University. (187 words)
- [ResNetLab on Tour | Protocol Labs Research](/content/research/tutorials/resnetlab-on-tour/index.html): Join us to learn everything about IPFS’s content addressing and content routing subsystems, its content exchange strategies, and how IPFS deals with dynamic, mutable content. (598 words)
- [Raymond Cheng | Protocol Labs Research](/content/research/authors/raymond-cheng/index.html): Raymond Cheng is a software engineer, entrepreneur, research scientist, open source contributor, and adjunct professor, who is passionate about building technology that improves the lives and freedoms of Internet users. He has made contributions in a wide range of areas in distributed systems and security, including data privacy, secure computing, blockchains, and scalable network systems. (200 words)
- [Content Exchange | Protocol Labs Research](/content/research/tutorials/resnetlab-on-tour/content-exchange/index.html): Almost there! You’ve learned how IPFS addresses and discovers content and, with this, your client is ready to receive its first bits over the IPFS network! In this module, you’ll understand:
Content exchange with Bitswap and GraphSync The protocols’ message types and workflows  (81 words)
- [Trent Davis | Protocol Labs Research](/content/research/authors/trent-davis/index.html): Trent joined Protocol Labs in April 2021 after spending time working at Cornell University and helping develop the Smart Contract Research Forum. He received his MSc in Applied Economics and Management from Cornell, where he focused on consumer, agricultural, and development economics. (214 words)
- [research/publications/accelerating-content-routing-with-bitswap-a-multi-path-file-transfer-protocol-in-ipfs-and-filecoin/delarocha2021-pdf.html](/content/research/publications/accelerating-content-routing-with-bitswap-a-multi-path-file-transfer-protocol-in-ipfs-and-filecoin/delarocha2021-pdf.html) (1,038 words)
- [Patrick Woodhead | Protocol Labs Research](/content/research/authors/patrick-woodhead/index.html): Patrick’s academic background is in Mathematics and Computer Science with a focus on Cryptography and, in particular, Zero Knowledge Proofs. He began his career at IBM before moving into the Web3 space. (103 words)
- [Sergey Fedorov | Protocol Labs Research](/content/research/authors/sergey-fedorov/index.html): Sergey Fedorov is a software engineer experienced in blockchain and security technologies, system and low-level software development. Sergey has been working hands-on with blockchain, trusted execution environments, CPU and hardware virtualization, Linux kernel, CPU architectures, embedded systems, and security technologies. (120 words)
- [research/blog/2021/ieee-globecom-2020-the-interplanetary-file-system-and-the-filecoin-network/ipfs-libp2p-filecoin_flyer_globecom2020-pdf.html](/content/research/blog/2021/ieee-globecom-2020-the-interplanetary-file-system-and-the-filecoin-network/ipfs-libp2p-filecoin_flyer_globecom2020-pdf.html) (273 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/privacy-policy/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/blog/index.html) (32 words)
- [Nadia Eghbal | Protocol Labs Research](/content/research/authors/nadia-eghbal/index.html): Nadia Eghbal looks at how open source software is produced: both the people and economics involved. Previously, she worked at GitHub to improve the open source developer experience, and she is the author of Roads and Bridges: The Unseen Labor Behind Our Digital Infrastructure. (73 words)
- [Samuel Tang | Protocol Labs Research](/content/research/authors/samuel-tang/index.html): Sam is studying CS at Tsinghua University in Beijing, China. He’s interested in using tech for social good and building humane tech for a more inclusive future. Sam is currently exploring the decentralization of technology in the context of human evolution and what this would enable us to do collectively to push humanity forward. (81 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/outreach/index.html) (32 words)
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- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/terms-of-service/index.html) (32 words)
- [A Computable Multilayer System Stack for Future-Proof Interoperability | Protocol Labs Research](/content/research/publications/a-computable-multilayer-system-stack-for-future-proof-interoperability.html): The future decarbonized power grid will make increasing use of distributed energy resources (DERs) controlled using data collected at an extremely granular level compared to today’s coarse bulk power system models. (505 words)
- [Content Addressing | Protocol Labs Research](/content/research/tutorials/resnetlab-on-tour/content-addressing/index.html): Learn all about the most foundational principle of the IPFS architecture: content addressing and IPFS’s content identifier (or CID). In this module, you’ll hear about:
How IPFS addresses files How IPFS transforms files into Merkle DAGs The detailed anatomy of a CID  (109 words)
- [Distributed Web Applications With IPFS | Protocol Labs Research](/content/research/publications/distributed-web-applications-with-ipfs/index.html): The contents of this document describe the tutorial session delivered at ICWE 2016, focused on Building Distributed Web Applications with IPFS. IPFS, the InterPlanetary File System, is the distributed and permanent Web, a protocol to make the Web faster, more secure and open. (86 words)
- [SourceCred: An Introduction to Calculating Cred and Grain | Protocol Labs Research](/content/research/blog/2020/sourcecred-an-introduction-to-calculating-cred-and-grain.html): You may not know that Protocol Labs is a supporter of an open-source governance and sustainability project called SourceCred. As a participant in a small SourceCred meetup last month, I learned enough about the underlying algorithm that I wrote up an explainer for their documentation repo and thought it might be interesting to share it here as well. (3,760 words)
- [Content Routing | Protocol Labs Research](/content/research/tutorials/resnetlab-on-tour/content-routing/index.html): The content routing system of IPFS is the part of the architecture that discovers content in the network. It is a key part of the architecture, and the one with the largest number of open research questions. In this module, you’ll hear about:
IPFS’s content routing architecture The settings and algorithmics of IPFS’s DHT IPFS’s gossip-based content routing approaches  (101 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/talks/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/publications/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/groups/index.html) (32 words)
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- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/index.html) (32 words)
- [Welcome to Web 3.0 | Protocol Labs Research](/content/research/tutorials/resnetlab-on-tour/welcome-to-web-3/index.html): Web 3.0 joins blockchains, the semantic web, and the distributed web in one package that will revolutionize the way we do networking! In this module, you’ll hear about:
Issues facing Web 2.0 and motivation for Web 3.0 IPFS and its role in Web 3.0 Exciting projects in the IPFS ecosystem  (70 words)
- [U.S. Energy Policy and Market Design | Protocol Labs Research](/content/research/publications/u-s-energy-policy-and-market-design.html): The U.S. bulk power system has an enormous number of actors: regulatory agencies (local, state, and federal), utilities (investor-owned, municipal, cooperatives, and power marketing administrations), operators (ISOs and RTOs), and customers. (123 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/people/index.html) (32 words)
- [Smart Grid Pilot Projects | Protocol Labs Research](/content/research/publications/smart-grid-pilot-projects/index.html): There are thousands of smart grid pilot projects all around the world, having begun largely in the early 2000s. With the introduction of blockchain, and with the grid becoming more unpredictable and decentralized, several use cases are becoming apparent for blockchain. (100 words)
- [Improving System Resilience Through Formal Verification of Transactive Energy Controls | Protocol Labs Research](/content/research/publications/improving-system-resilience-through-formal-verification-of-transactive-energy-controls.html): Formal verification tools such as TLA+ allow errors to be uncovered through exhaustive exploration of reachable states, and are the gold standard for ensuring resilience in software systems. In particular, these methods can be used to identify error states emerging from precise interactions between multiple subsystems that would occur only after long periods of testing, operation, or stacked error conditions. (387 words)
- [Type Theory | Protocol Labs Research](/content/research/areas/type-theory/index.html): A long-term goal for the IPFS ecosystem is to merge distributed apps and local apps into a single paradigm: fundamentally rethinking the UNIX programming model for a content-addressable platform. As a component of this, we aspire to make the best use of state-of-the-art advances in programming language design and implementation, such as substructural types, modal types, and algebraic effects. (122 words)
- [Price Signals and Demand-Side Management in the Electric Distribution and Retail System | Protocol Labs Research](/content/research/publications/price-signals-and-demand-side-management-in-the-electric-distribution-and-retail-system.html): This report focuses on power distribution and retail — the ‘last few miles’ of electricity delivery — because this portion of the power grid in particular must be transformed if we are to decarbonize our energy system. (109 words)
- [Developing an Open Source Energy Trading Protocol | Protocol Labs Research](/content/research/talks/developing-an-open-source-energy-trading-protocol/index.html):   (134 words)
- [Microgrids | Protocol Labs Research](/content/research/publications/microgrids/index.html): Microgrids are local installations typically connecting one or multiple generation sources with some set of loads. They range in size, from tiny off-grid solar home systems (SHSs) to power infrastructure spanning a university campus or military base. (207 words)
- [Decentralized Energy Grid: A Protocol Labs Independent Research Project | Protocol Labs Research](/content/research/talks/decentralized-energy-grid-a-protocol-labs-independent-research-project.html):   (85 words)
- [Energy Pricing | Protocol Labs Research](/content/research/publications/energy-pricing/index.html): This first report focuses on the mechanisms by which electricity is priced in today’s power markets. Existing energy markets govern the infrastructure that any widely-used trading protocol must interface with in the short and medium terms. (74 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/dwarkesh-patel/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/max-krieger/index.html) (32 words)
- [Enabling Plug and Play Transactive Energy on Legacy Power Grids | Protocol Labs Research](/content/research/talks/enabling-plug-and-play-transactive-energy-on-legacy-power-grids.html):   (72 words)
- [Dioptics: A Common Generalization of Open Games and Gradient-Based Learners | Protocol Labs Research](/content/research/talks/dioptics-a-common-generalization-of-open-games-and-gradient-based-learners.html):   (31 words)
- [The Inter-Cranial Abstraction System (ICAS) | Protocol Labs Research](/content/research/talks/the-inter-cranial-abstraction-system-icas/index.html):   (58 words)
- [research/publications/merkle-crdts-merkle-dags-meet-crdts/psaras2020-pdf.html](/content/research/publications/merkle-crdts-merkle-dags-meet-crdts/psaras2020-pdf.html) (673 words)
- [Dioptics: A Common Generalization of Open Games and Gradient-Based Learners | Protocol Labs Research](/content/research/publications/dioptics-a-common-generalization-of-open-games-and-gradient-based-learners.html): Compositional semantics have been shown for machine-learning algorithms [FST18] and open games [Hed18]; at SYCO 1, remarks were made noting the high degree of overlap in character and analogy between the constructions, and that there is known to be a monoidal embedding from the category of learners to the category of games, but it remained unclear exactly what kind of structure they both are. (214 words)
- [1122.Interplanetary File System proof 1b.pdf](/content/research/publications/to-the-interplanetary-file-system-and-beyond-peer-to-peer-file-sharing-would-make-the-internet-far-more-efficient/psaras2022-pdf.html) (254 words)
- [research/publications/snarkpack-practical-snark-aggregation/gailly2021-pdf.html](/content/research/publications/snarkpack-practical-snark-aggregation/gailly2021-pdf.html) (14,041 words)
- [A Deep Dive Into DKG, Chain of SNARKs, and Arkworks | Protocol Labs Research](/content/research/blog/2022/a-deep-dive-into-dkg-chain-of-snarks-and-arkworks/index.html): In this blog post I am going to share the main takeaways I have learned while implementing a proof of concept (PoC) of a Distributed Key Generation (DKG) inside of a SNARK. (3,651 words)
- [PASTRAMI: Privacy-preserving, Auditable, Scalable & Trustworthy Auctions for Multiple Items](/content/research/publications/pastrami-privacy-preserving-auditable-scalable-trustworthy-auctions-for-multiple-items/psaras2020b-pdf.html) (12,101 words)
- [GossipSub: Attack-Resilient Message Propagation in the Filecoin and ETH2.0 Networks](/content/research/publications/gossipsub-attack-resilient-message-propagation-in-the-filecoin-and-eth2-0-networks/vyzovitis2020a-pdf.html) (11,654 words)
- [Increasing Software Update Security Through PGP-Compatible Threshold Signatures | Protocol Labs Research](/content/research/blog/2021/increasing-software-update-security-through-pgp-compatible-threshold-signatures.html): Increasing software update security through PGP-compatible threshold signatures Whether we are aware of them or not, software updates and the systems that support them permeate the current software landscape. Given their pervasiveness, it should come as a surprise that software created to manage such updates, broadly referred to as package managers, still pose security concerns. (1,876 words)
- [Formation-Based Odour Source Localisation Using Distributed Terrestrial and Marine Robotic Systems | Protocol Labs Research](/content/research/publications/formation-based-odour-source-localisation-using-distributed-terrestrial-and-marine-robotic-systems.html): This thesis tackles the problem of robotic odour source localisation, that is, the use of robots to find the source of a chemical release. As the odour travels away from the source, in the form of a plume carried by the wind or current, small scale turbulence causes it to separate into intermittent patches, suppressing any gradients and making this a particularly challenging search problem. (337 words)
- [Cryptoeconomics | Protocol Labs Research](/content/research/areas/cryptoeconomics/index.html): In any forum or marketplace where people can interact, the venue itself guides and constrains human interaction. Cryptoeconomics provides practices, tools, and knowledge that allow us to engineer the venue to achieve a goal. (544 words)
- [Karola Kirsanow | Protocol Labs Research](/content/research/authors/karola-kirsanow/index.html): Karola holds a PhD in Human Evolutionary Biology from Harvard, where she worked on reconstructing palaeoenvironmental conditions relevant to hominid evolution. She has also conducted palaeogenetic research into modern human adaptations to diet and climate. (614 words)
- [Protocol Labs at FOSDEM 2021 | Protocol Labs Research](/content/research/blog/2021/protocol-labs-at-fosdem-2021/index.html): FOSDEM is one of the biggest events for software developers building open-source software. Founded in 2000, the conference takes place once a year in Brussels, gathering over 8000 developers, hackers, and engineers from across the spectrum of software development. (1,651 words)
- [Yiannis Psaras | Protocol Labs Research](/content/research/authors/yiannis-psaras/index.html): Yiannis has a long-standing interest in Information- or Content-Centric Networks with several noteworthy contributions in the area. He has extensive background in several of the architectural and protocol design aspects of Information-Centric Networks having run several projects over the last decade. (421 words)
- [Alfonso De La Rocha | Protocol Labs Research](/content/research/authors/alfonso-delarocha/index.html): Before joining Protocol Labs, Alfonso worked as a blockchain expert at Telefónica R&D, where he was responsible for the design and development of core technology based on blockchains, distributed systems, and advanced cryptography. (581 words)
- [research/areas/cryptography/index.html](/content/research/areas/cryptography/index.html) (739 words)
- [Blog | Protocol Labs Research](/content/research/categories/blog/index.html) (1,674 words)
- [Jorge M. Soares | Protocol Labs Research](/content/research/authors/jorge-soares/index.html): Jorge is a Technical Program Manager on the ConsensusLab team, where he helps steer and accelerate Protocol Labs’ research on blockchain scalability.
He holds BSc and MSc degrees in Communication Networks Engineering and received a joint PhD from EPFL (in Robotics, Control, and Intelligent Systems) and IST-UL (in Electrical and Computer Engineering) for his research in control theory and marine robotics. (478 words)
- [Anca Nitulescu | Protocol Labs Research](/content/research/authors/anca-nitulescu/index.html): Anca is a cryptographer working on research problems related to Filecoin.
Anca holds a PhD in Cryptography from École Normale Supérieure Paris (ENS) under the supervision of David Pointcheval and Dario Fiore (IMDEA, Madrid). (509 words)
- [Research | Protocol Labs Research](/content/research/research/index-2.html) (705 words)
- [Talks | Protocol Labs Research](/content/research/categories/talks/index.html) (553 words)
- [research/blog/2021/snarkpack-how-to-aggregate-snarks-efficiently/index.html](/content/research/blog/2021/snarkpack-how-to-aggregate-snarks-efficiently/index.html) (895 words)
- [Zixuan (ZX) Zhang | Protocol Labs Research](/content/research/authors/zixuan-zhang/index.html): ZX studies the intersection of networks, incentives, and optimization. (186 words)
- [Introducing the Filecoin Economy | Protocol Labs Research](/content/research/blog/2020/introducing-the-filecoin-economy/index.html): Filecoin provides a blockchain-based marketplace that promises to revolutionize the global storage economy. The Filecoin marketplace delivers a totally new and secure way for anyone in the world to buy and sell storage. We’re excited to share an overview of how the storage economy works on the Filecoin Network. (1,191 words)
- [Cryptonet | Protocol Labs Research](/content/research/groups/cryptonet/index.html): Cryptonet is a public good cryptography lab providing technological empowerment by creating secure building blocks for Web3 protocols. (684 words)
- [News | Protocol Labs Research](/content/research/categories/news/index.html) (1,157 words)
- [CryptoEconLab | Protocol Labs Research](/content/research/groups/cryptoeconlab/index.html): CryptoEconLab at PL aspires to become a hub for research on economic incentives, coordination games, and novel marketplaces. We aim to develop capacity to design, validate, deploy, and govern large-scale economic systems. (432 words)
- [Pausing PL Research Open Research Grants | Protocol Labs Research](/content/research/blog/2023/pausing-pl-research-open-research-grants/index.html): Over the 2022 calendar year, Protocol Labs Research received a tremendous amount of participation and submissions for our Open Research Grants program. Having awarded more than $1 million USD for researchers around the globe, we could not be more proud of the success of this program and the quality of our award recepients. (561 words)
- [Sílvia Bessa | Protocol Labs Research](/content/research/authors/silvia-bessa/index.html): Sílvia holds an MSc in Bioengineering and a PhD in Computer Science, for which she researched computer vision, artificial intelligence, 3D modeling, and geometric deep learning algorithms, with applications in biometrics and breast cancer imaging. (309 words)
- [Abby Silin | Protocol Labs Research](/content/research/authors/abby-silin/index.html): Abby created her own college major, choosing to focus on social media communication, the physiology of perception and art, and the environment. She joined the team after spending the past four years working in tech, growing pilot roles and improving internal communications and processes. (278 words)
- [To the Future... | Protocol Labs Research](/content/research/blog/2019/to-the-future.html): Protocol Labs is a remarkably ambitious and ideological company. For example, our team’s dedication to abstraction has left us with an unusually modular corporate structure, and our belief in future-proof solutions has us biting off so much that we’re often left chewing for a long time. (446 words)
- [Abby Silin Joins PL Research | Protocol Labs Research](/content/research/blog/2022/abby-silin-joins-pl-research/index.html): We are excited to welcome Abby Silin as a Research Administrator at Protocol Labs.
We asked Abby about what brought her to Protocol Labs, the projects she’ll be working on, and her thoughts on future technological developments: (155 words)
- [Research Areas | Protocol Labs Research](/content/research/areas/index.html) (462 words)
- [Tlock: Practical Timelock Encryption From Threshold BLS | Protocol Labs Research](/content/research/publications/tlock-practical-timelock-encryption-from-threshold-bls.html): We present a practical construction and implementation of timelock encryption, in which a ciphertext is guaranteed to be decryptable only after some specified time has passed. We employ an existing threshold network, the League of Entropy, implementing threshold BLS [BLS01, B03] in the context of Boneh and Franklin’s identity-based encryption (IBE). (192 words)
- [Privacy Policy | Protocol Labs Research](/content/research/privacy-policy/index.html): Exact Reproductions If your online work exactly reproduces text or images from this site, in whole or in part, please include a paragraph at the bottom of your page, or wherever convenient, that reads: (217 words)
- [Drand: Distributed, Bias Resistant, Unpredictable and Publicly Verifiable Randomness | Protocol Labs Research](/content/research/talks/drand-distributed-bias-resistant-unpredictable-and-publicly-verifiable-randomness.html):   (39 words)
- [Protocol Labs Research Overview | Protocol Labs Research](/content/research/talks/protocol-labs-research-overview/index.html):   (36 words)
- [Mergeable Consensus | Protocol Labs Research](/content/research/talks/mergeable-consensus/index.html):   (38 words)
- [Outreach | Protocol Labs Research](/content/research/outreach/index.html) (278 words)
- [Groups | Protocol Labs Research](/content/research/groups/index.html) (223 words)
- [404: NOT_FOUND](/content/blog/transcription-pl-vision-building-a-better-tomorrow-through-safe-innovation.html) (13 words)
- [The Protocol Labs RFP Program | Protocol Labs Research](/content/research/talks/the-protocol-labs-rfp-program/index.html):   (71 words)
- [Tutorials | Protocol Labs Research](/content/research/tutorials/index.html) (60 words)
- [Distributed Systems | Protocol Labs Research](/content/research/areas/distributed-systems/index.html): Distributed systems are, broadly speaking, networked systems whose components are located in different nodes that communicate and coordinate to achieve the system’s purpose. Distributed systems are at the very core of what we do and our interests extend across the entire field. (7,208 words)
- [Publications | Protocol Labs Research](/content/research/publications/index.html) (4,918 words)
- [Programme | ConsensusDays 23](/content/research/sites/consensusday23/programme/index.html): ConsensusDays 23 aims to provide a forum for the discussion of early-stage but high-impact research with scientific interest and real-world applications., ConsensusDays 23 aims to provide a forum for the discussion of early-stage but high-impact research with scientific interest and real-world applications. (1,028 words)
- [research/publications/proof-of-replication/benet2017-pdf.html](/content/research/publications/proof-of-replication/benet2017-pdf.html) (1,480 words)
- [CryptoComputeLab Announces Proofs Release Version 10.0.0.0 | Protocol Labs Research](/content/research/blog/2021/cryptocomputelab-announces-proofs-release-version-10-0-0-0.html): CryptoComputeLab is very proud to release Proofs v10.0.0! A lot has changed under the hood in this release, but ultimately, it comes down to additional GPU support options and better performance during proving. (998 words)
- [IPC Subnets Land on Filecoin Spacenet | Protocol Labs Research](/content/research/blog/2023/ipc-subnets-land-on-filecoin-spacenet/index.html): The Interplanetary Consensus framework (IPC), formerly known as Hierarchical Consensus, addresses two challenges of blockchain networks, transaction volume and application heterogeneity. In doing so, it boosts the capabilities of the Filecoin network. (1,024 words)
- [Private Retrieval Grant 2023 Roundup | Protocol Labs Research](/content/research/blog/2023/private-retrieval-grant-2023-roundup/index.html): We have concluded the initial round of funding decisions for RFP014, a research initiative in collaboration with Arcological, focused on exploring mechanisms for private data retrieval. The objective of RFP014 is to foster the advancement of private communication methods. (610 words)
- [ConsensusDays 21](/content/research/sites/consensusday21/index.html): ConsensusDay 21 (161 words)
- [ConsensusDay 22: Call for Contributions | Protocol Labs Research](/content/research/blog/2022/consensusday-22-call-for-contributions/index.html): After a wildly successful 2021 edition, ConsensusDay is back for 2022! The goal remains the same: to provide a forum for the discussion of early-stage but high-impact research with scientific interest and real-world applications and to build a community around it. (247 words)
- [The Filecoin Spacenet Goes Live | Protocol Labs Research](/content/research/blog/2022/the-filecoin-spacenet-goes-live/index.html): For all of the past year, our team at ConsensusLab has been hard at work pushing the boundaries of Filecoin scalability and devising a framework for horizontal scaling that allows for the seamless spawning of interoperable subnets, as well as a reference implementation of a consensus algorithm suitable for running said subnets. (251 words)
- [ConsensusDay 21: Call for Contributions | Protocol Labs Research](/content/research/blog/2021/consensusday-21-call-for-contributions/index.html): It was only last week that we announced the launch of ConsensusLab, a new Protocol Labs research group focused on scalable consensus for decentralised systems. Looking to drive more focused research into the topic, we are now inviting you to participate in our first public event, ConsensusDay 21. (175 words)
- [ConsensusDays 23 Recordings Now Available | Protocol Labs Research](/content/research/blog/2023/consensusdays-23-recordings-now-available/index.html): ConsensusDays 23 took place 5-6 June and we have another successful edition to celebrate! Beyond the exciting programme, here are a few stats from this year:
22 talks 35 submissions 231 registrations 347 members of the #consensus channel 612 members of the ConsensusDays mailing list 614 YouTube views of the raw streams Today, we bring you the final news of the year: the edited talks are now available on YouTube. (225 words)
- [Networking | Protocol Labs Research](/content/research/areas/networking/index.html): Computer networks enable information to move across the globe. They are foundational to the world we live in and to the vast majority of our work. Our interests include transport and routing protocols, network security, p2p systems, publish-subscribe protocols, and network monitoring and simulation. (1,735 words)
- [ConsensusFactory Summary and Recordings | Protocol Labs Research](/content/research/blog/2022/consensusfactory-summary-and-recordings/index.html): Last Wednesday, we hosted the first edition of ConsensusFactory: Decentralized Reflections on Consensus, a new virtual event that brought together speakers from different blockchain ecosystems to talk about the scalability strategies each of their projects are pursuing. (200 words)
- [Announcing the ConsensusDays 21 Program | Protocol Labs Research](/content/research/blog/2021/announcing-the-consensusdays-21-program/index.html): After a two-week review marathon, we’re happy to announce the exciting program for ConsensusDays 21. The workshop will take place 6-7 October (next week!) in the 14:00-20:00 UTC period.
We were overwhelmed by the number and quality of talk proposals, and many decisions ended up coming down to program limitations and session planning rather than quality alone. (175 words)
- [ConsensusDay 23: Call for Contributions | Protocol Labs Research](/content/research/blog/2023/consensusday-23-call-for-contributions/index.html): ConsensusDay is back! We’re returning to our roots and organising a virtual event on 5 June 2023, in a format similar to the 2021 edition.
That means we will not be publishing proceedings this year and therefore welcome both novel contributions and those under review or published elsewhere in the last 12 months. (115 words)
- [Join Us in Lisbon for the ConsensusLab Summit | Protocol Labs Research](/content/research/blog/2022/join-us-in-lisbon-for-the-consensuslab-summit/index.html): In less than two weeks, the Protocol Labs Network will be meeting in Lisbon, Portugal for LabWeek22, a decentralised conference and a first for us. ConsensusLab will also be present, and we’re organising our own event: the ConsensusLab Summit. (129 words)
- [Join Us on 22 June for ConsensusFactory! | Protocol Labs Research](/content/research/blog/2022/join-us-on-22-june-for-consensusfactory/index.html): Are you interested in consensus and distributed system scalability? So are we!
That’s why we’re organizing ConsensusFactory, a new virtual event that will bring together speakers from different blockchain ecosystems, who will present the scalability approaches they are exploring. (139 words)
- [ConsensusDay Becomes ConsensusDays 21 | Protocol Labs Research](/content/research/blog/2021/consensusday-becomes-consensusdays-21/index.html): We would like to thank all authors for the overwhelming response to the call for contributions. We are delighted by the quality and number of submissions received, which already required us to expand our review team. (182 words)
- [ConsensusDay 22: Programme Now Live! | Protocol Labs Research](/content/research/blog/2022/consensusday-22-programme-now-live/index.html): Consensusday 22 is fast approaching! The workshop, which will be co-located with ACM CCS this year, will take place 7 November in Los Angeles.
We have another exciting programme for this edition, comprising 15 talks that cover assumptions, PoS security, leader election, performance, and more. (145 words)
- [ConsensusDay 23: Deadline Extended to 19 Mar | Protocol Labs Research](/content/research/blog/2023/consensusday-23-deadline-extended-to-19-mar/index.html): We have already received a number of excellent submissions for ConsensusDay 23 but have decided to extend the submission deadline in order to accommodate several pending contributions. We will therefore be accepting submissions until the end of Sunday, 19 March, anywhere on earth. (88 words)
- [ConsensusLab | Protocol Labs Research](/content/research/groups/consensuslab/index.html): ConsensusLab explores cutting-edge scalable permissionless consensus protocols, including three main pillars of sharding, consensus proper, and scalable execution. (3,372 words)
- [Base Fee Manipulation in Ethereum's EIP-1559 Transaction Fee Mechanism | Protocol Labs Research](/content/research/publications/base-fee-manipulation-in-ethereums-eip-1559-transaction-fee-mechanism.html): In 2021 Ethereum adjusted the transaction pricing mechanism by implementing EIP-1559, which introduces the base fee - a fixed network fee per block that is burned and adjusted dynamically in accordance with network demand. (166 words)
- [Marko Vukolić | Protocol Labs Research](/content/research/authors/marko-vukolic/index.html): Marko joined Protocol Labs mid-2021 as the ConsensusLab lead. Prior to this he was a Principal Research Staff Member in IBM Research Zurich, where he worked from 2015-2021 and earlier as a PostDoc (2008-2010). (421 words)
- [Matej Pavlovic | Protocol Labs Research](/content/research/authors/matej-pavlovic/index.html): Matej is a distributed systems researcher specializing in Byzantine fault-tolerant consensus protocols. He obtained a Master’s degree in computer engineering at the Vienna University of Technology in 2013 and a PhD in distributed systems in 2019, supervised by Prof. (349 words)
- [Ben Fisch | Protocol Labs Research](/content/research/authors/ben-fisch/index.html) (172 words)
- [PoReps: Proofs of Space on Useful Data | Protocol Labs Research](/content/research/publications/poreps-proofs-of-space-on-useful-data/index.html): A proof-of-replication (PoRep) is an interactive proof system in which a prover defends a publicly verifiable claim that it is dedicating unique resources to storing one or more retrievable replicas of a data file. (189 words)
- [Honey, I Shrunk Our Libp2p Streams | Protocol Labs Research](/content/research/blog/2020/honey-i-shrunk-our-libp2p-streams/index.html): Today we’re excited to share the story of how we decided to explore compression for libp2p streams and ended up achieving up to a 75% decrease in bandwidth use when performing an IPFS file exchange. (2,980 words)
- [ResNetLab 2020 in Review: We Love It When a Plan Comes Together | Protocol Labs Research](/content/research/blog/2021/resnetlab-2020-in-review-we-love-it-when-a-plan-comes-together.html): We hope you spent some fantastic time with your loved ones during the holiday season. With the time to pause, rest, and reflect – and with the goal of kicking off 2021 in the best way possible – we decided to capture ResNetLab’s 2020 highlights, share what we’ve learned, and describe what we will be focusing on in 2021. (2,710 words)
- [Proof of Replication | Protocol Labs Research](/content/research/publications/proof-of-replication/index.html): We introduce Proof-of-Replication (PoRep), a new kind of Proof-of-Storage, that can be used to prove that some data D has been replicated to its own uniquely dedicated physical storage. Enforcing unique physical copies enables a verifier to check that a prover is not deduplicating multiple copies of D into the same storage space. (158 words)
- [Juan Benet | Protocol Labs Research](/content/research/authors/juan-benet/index.html): Juan Benet is the inventor of the InterPlanetary File System (IPFS), a new protocol to make the web faster, safer, and more open, and Filecoin, a cryptocurrency incentivized storage network. The IPFS Project has grown into a large open source movement to re-decentralize the web, safeguard our data, and improve our applications. (421 words)
- [Guy Goren | Protocol Labs Research](/content/research/authors/guy-goren/index.html): Guy is a researcher who specializes in distributed computing. He designs distributed algorithms that focus on applying abstract concepts, such as knowledge and silence, to provide a better understanding of fundamental problems and the underlying workings of protocols. (335 words)
- [Henrique Moniz | Protocol Labs Research](/content/research/authors/henrique-moniz/index.html): Henrique is a mix of Research Scientist and Software Engineer. He obtained his PhD from the University of Lisbon in 2010 and has since worked at multiple companies like Microsoft Research, Google, JPMorgan Chase, and Dune Analytics. (246 words)
- [AbstractionLab | Protocol Labs Research](/content/research/groups/abstractionlab/index.html): The AbstractionLab houses several independent research projects directly exploring the future of decentralization and how infrastructure affects technological possibilities. (1,291 words)
- [Henri Stern | Protocol Labs Research](/content/research/authors/henri-stern/index.html): Henri works on consensus systems as part of the Filecoin research team, notably on Filecoin’s Expected Consensus protocol. (62 words)
- [Marten Seemann | Protocol Labs Research](/content/research/authors/marten-seemann/index.html): Marten is a software engineer specializing in internet transport protocols. He has worked at Protocol Labs since 2016 and has been a member of the IETF’s QUIC working group since 2017. (198 words)
- [Friedel Ziegelmayer | Protocol Labs Research](/content/research/authors/friedel-ziegelmayer/index.html) (88 words)
- [Denis Kolegov | Protocol Labs Research](/content/research/authors/denis-kolegov/index.html): Denis obtained a Doctor of Philosophy (PhD) degree in formal modeling of access control systems from Tomsk State University (TSU) in 2009 and the Docent title in computer security in 2012. (255 words)
- [CryptoComputeLab | Protocol Labs Research](/content/research/groups/cryptocomputelab/index.html): CryptoComputeLab is focused on the intersection of applied cryptography, high performance computing, and programming language design. We strive to create and consume practical research to develop deployed software (1,064 words)
- [Our Bitswap Nodes Have Become “Jumping Inspectors” (Updated) | Protocol Labs Research](/content/research/blog/2021/our-bitswap-nodes-have-become-jumping-inspectors-updated.html): A few weeks ago, we shared how we have taught our Bitswap nodes to jump. If you recall from that post, the content discovery range extension gained came at the expense of an increased number of duplicate blocks exchanged in the network. (2,339 words)
- [Dario Catalano | Protocol Labs Research](/content/research/authors/dario-catalano/index.html): Dario is a professor at University of Catania. Before joining the University of Catania as faculty member, he was a full-time researcher at the French CNRS. There he was part of the Crypto Team at the Laboratoire d’Informatique de l’Ecole Normale Supérieure in Paris for five years: one year as a postdoc, and four as a CNRS researcher. (283 words)
- [David Dalrymple | Protocol Labs Research](/content/research/authors/david-dalrymple/index.html): Davidad studied computer architecture and programming languages at MIT, then biophysics and neuroinformatics at Harvard. He led an international collaboration to employ new methods to interrogate the smallest nervous system in nature (that of the worm Caenorhabditis elegans), funded by personal grants from Google cofounder Larry Page and PayPal cofounder Peter Thiel, which resulted in a publication in Nature Methods. (463 words)
- [Joe Zimmerman | Protocol Labs Research](/content/research/authors/joe-zimmerman/index.html): Joe is a researcher with a variety of interests, including theoretical cryptography, compilers and programming language design, and machine learning. He completed his undergraduate studies in computer science, with a focus on software verification, then attended Stanford University for a PhD in cryptography and security, advised by Dan Boneh and John Mitchell. (98 words)
- [Ioannis Caragiannis | Protocol Labs Research](/content/research/authors/ioannis-caragiannis/index.html): Ioannis is a professor at the Department of Computer Science of Aarhus University (since August 2020), where he also serves as the Head of the research group on Computational Complexity and Game Theory. (224 words)
- [GossipSub: An Attack-Resilient Messaging-Layer Protocol for Public Blockchains | Protocol Labs Research](/content/research/blog/2020/gossipsub-an-attack-resilient-messaging-layer-protocol-for-public-blockchains.html): Securing permissionless networks is the bane of open networks, starting with the Internet and every overlay network that operates over it. This challenge has existed from the early days of the Internet to the current Web 3. (2,049 words)
- [NDN Seminar: A High-Level Overview of the InterPlanetary File System | Protocol Labs Research](/content/research/blog/2020/ndn-seminar-a-high-level-overview-of-the-interplanetary-file-system.html): ResNetLab was invited to present the “High-Level Overview of the IPFS Architecture” to the Named Data Networking consortium! (2,516 words)
- [Dennis Trautwein | Protocol Labs Research](/content/research/authors/dennis-trautwein/index.html): Dennis has been a Research Engineer at Protocol Labs since 2022, living in Switzerland. He completed his Bachelor’s degree in extraterrestrial Physics and his Master’s in solid-state Physics at the CAU in Kiel before building the real-time event supply of the Daimler Mercedes Me backend at freiheit. (208 words)
- [Alejandro Ranchal-Pedrosa | Protocol Labs Research](/content/research/authors/alejandro-ranchalpedrosa/index.html): Alejandro’s interests lie in the intersection of Distributed Computing, Game Theory, and Applied Cryptography that occurs at the Blockchain space. He is currently awaiting the final review of his PhD in Blockchain Technologies at The University of Sydney. (254 words)
- [Jeromy Johnson | Protocol Labs Research](/content/research/authors/jeromy-johnson/index.html): Jeromy is a distributed systems researcher focused on incentive mechanism design and trustless distributed system scalability. (55 words)
- [ResNetLab on Tour in Australia | Protocol Labs Research](/content/research/blog/2021/resnetlab-on-tour-in-australia/index.html): On May 5th, ResNetLab participated in a flagship event involving four major Australian universities — Royal Melbourne Institute of Technology (RMIT), University of New South Wales, Australian National University and Macquarie University — and lots of Web 3. (3,418 words)
- [Ariel Gabizon | Protocol Labs Research](/content/research/authors/ariel-gabizon/index.html): For most of his career, Ariel has focused exclusively on theoretical computer science, obtaining a PhD from the Weizmann Institute in 2008. A few years ago he discovered the world of Bitcoin and blockchain technology. (232 words)
- [Liam O'Hagan | Protocol Labs Research](/content/research/authors/liam-ohagan/index.html): Liam originated in the fitness indsutry having gained a Bachelors of Science in Sports Therapy in the UK before moving to the UAE where he ran his own fitness business, using scientific studies as the backing of his practice. (123 words)
- [Guy Wuollet | Protocol Labs Research](/content/research/authors/guy-wuollet/index.html): Guy works on the networking aspect of cryptonetworks. He is particularly interested in building truly decentralized, secure, and censorship-resistant networking protocols for cryptonetworks. Guy previously worked at Andreessen Horowtiz and studied Computer Science at Stanford University, where he was also on the Varsity Rowing team. (181 words)
- [Axel Cortés Cubero | Protocol Labs Research](/content/research/authors/axel-cortes-cubero/index.html): Axel is interested in understanding the rich and nontrivial dynamics of cryptoeconomic networks. These networks involve complex interactions between many agents, unpredictable large scale events, as well as controlled incentives. He is also interested in understanding the overall emergent network behavior after a parameter change or an external force, which is a complex problem with many parallels in the areas of driven and active many-body systems. (153 words)
- [Guillaume Michel | Protocol Labs Research](/content/research/authors/guillaume-michel/index.html): Guillaume is a research engineer specialized in computer systems and networks. He obtained a joint Master’s degree in Computer Science - Cybersecurity from EPFL and ETH Zurich. He joined Protocol Labs in 2022. (81 words)
- [Brian Vohaska | Protocol Labs Research](/content/research/authors/brian-vohaska/index.html): Brian is a cryptographer and engineer with a focus on building better protocols and exploring the science behind those protocols. (50 words)
- [Dandelion Mane | Protocol Labs Research](/content/research/authors/dandelion-mane/index.html): Dandelion (they/them) is a creature of unusual intersections. Born in America to an Israeli father and a Korean mother, Dandelion went on to study a mixture of philosophy, economics, finance, and computer science at the University of Chicago. (95 words)
- [Akosh Farkash | Protocol Labs Research](/content/research/authors/akosh-farkash/index.html): Akosh is an adventurer seeking knowledge and understanding, using programming as his weapon of choice to participate in the creative process of building new systems. His path lead him from banking to data mining, to algorithmic trading and spread betting, ending up with blockchain, a technology with the potential to shape the future. (182 words)
- [Andrei Tonkikh | Protocol Labs Research](/content/research/authors/andrei-tonkikh/index.html): I started out programming from simple games in Visual Basic, then moved on to programming competitions, then to software development, until I realized that, in order to build truly innovative systems and have real impact, I need to deeply understand the underlying theory, which led to the decision to do a PhD. (96 words)
- [Alex Terrazas | Protocol Labs Research](/content/research/authors/alex-terrazas/index.html): Alex Terrazas, PhD, is a neuroscientist and psychologist at the nexus of neural science, AI, and cognitive psychology. Dr. Terrazas has worked as an entrepreneur, academic researcher, and corporate executive. (157 words)
- ["Two Ears, One Mouth": How to Leverage Bitswap Chatter for Faster Transfers | Protocol Labs Research](/content/research/blog/2020/two-ears-one-mouth-how-to-leverage-bitswap-chatter-for-faster-transfers.html): As part of ResNetLab’s research endeavour to drive speed-ups on file transfers, Beyond Swapping Bits, we present a new contribution to IPFS Bitswap protocol. We argue that Bitswap is currently discarding a wealth of information that could be used to its benefit, improving retrieval success and minimizing the latency to retrieve content. (2,137 words)
- [Next Generation Networks (NGN) Group Talk: A High-Level Overview of the InterPlanetary File System | Protocol Labs Research](/content/research/blog/2020/next-generation-networks-ngn-group-talk-a-high-level-overview-of-the-interplanetary-file-system.html): The Next Generation Networks (NGN) group recently invited the Resilient Networks Lab (ResNetLab) to present a tutorial on IPFS. NGN is a vibrant group of academics, industry researchers and engineers working in the general area of — you guessed it — next-generation networks. (1,569 words)
- [Beyond Swapping Bits: Project Review (And Preview!) | Protocol Labs Research](/content/research/blog/2021/beyond-swapping-bits-project-review-and-preview/index.html): If you have been following along for the past three months (1, 2, 3, 4), you know that we in ResNetLab started the Beyond Bitswap project with one goal in mind: to drive speed-ups for file-sharing in IPFS. (2,150 words)
- [Teaching Bitswap Nodes to Jump | Protocol Labs Research](/content/research/blog/2020/teaching-bitswap-nodes-to-jump/index.html): By now you may have heard about ResNetLab’s research endeavour to drive speed-ups on file transfers: Beyond Swapping Bits. Our recent blog post, “Honey, I shrunk our libp2p streams”, considers how adding compression to libp2p could lead to significant bandwidth savings. (2,157 words)
- [ResNetLab on Tour: Blockchain@Berkeley | Protocol Labs Research](/content/research/blog/2021/resnetlab-on-tour-blockchain-berkeley/index.html): We were delighted to present our brand new ResNetLab on Tour programme to the vibrant community of the Berkeley’s Blockchain Innovation Hub on April 28th and 29th!
The ResNetLab on Tour programme is a one-stop-shop for all things IPFS and Web 3. (2,231 words)
- [Grants | Protocol Labs Research](/content/research/categories/grants/index.html) (559 words)
- [A New Lab for Resilient Networks Research | Protocol Labs Research](/content/research/blog/2019/a-new-lab-for-resilient-networks-research/index.html): Resiliency is at the core of systems that are capable of standing the test of time, providing unshakable access for the many generations to come. A resilient system or network is fundamentally uncompromised by an isolated failure or network split. (895 words)
- [Protocol Labs Research Funding Recipients 2021, Part 2 | Protocol Labs Research](/content/research/blog/2021/protocol-labs-research-funding-recipients-2021-part-2.html): Last week we introduced you to the researchers pursuing key problems in cryptography via RFP-009, RFP-010, and a Nucleation Grant. Now we are excited to share the recipients of research awards intended to fund proposals from PhD candidates, postdoctoral fellows, and faculty through our open grant offerings. (447 words)
- [IPFS Talk at the IRTF Decentralised Internet Infrastructure Research Group Meeting | Protocol Labs Research](/content/research/blog/2020/ipfs-talk-at-the-irtf-decentralised-internet-infrastructure-research-group-meeting.html): ResNetLab was invited to meet with the Decentralised Internet Infrastructure Research Group (DINRG) of the Internet Research Task Force (IRTF) to present and discuss the Software Architecture of the IPFS protocol. (848 words)
- [ResNetLab Presentations at Devfolio's ETH India 2021 Fellowship | Protocol Labs Research](/content/research/blog/2021/resnetlab-presentations-at-devfolios-eth-india-2021-fellowship.html): Hot off the heels of ETHDenver, the largest Ethereum community event in North America, the Devfolio team who ran the hackathon platform for the event asked if we’d be interested in doing an IPFS training for another of their programs: the Devfolio Ethereum India Fellowship. (1,537 words)
- [Metaresearch | Protocol Labs Research](/content/research/areas/metaresearch/index.html): Metaresearch is the investigation of how scientific innovation occurs. It encompases work in the history, philosophy, and economics of science; the effects of incentive systems in research; the evaluation and validation of scientific data; and the dissemination of scientific knowledge, among other fields. (464 words)
- [IEEE GLOBECOM 2020 - The InterPlanetary File System and the Filecoin Network | Protocol Labs Research](/content/research/blog/2021/ieee-globecom-2020-the-interplanetary-file-system-and-the-filecoin-network.html): IEEE Globecom is one of the flagship IEEE ComSoc conferences in the field of networks and communications – and, with over 2000 attendees, one of the largest conferences in the field. (1,004 words)
- [ResNetLab Presents Beyond Bitswap at Codemotion '21 | Protocol Labs Research](/content/research/blog/2021/resnetlab-presents-beyond-bitswap-at-codemotion-21/index.html): ResNetLab was delighted to accept an invitation to talk about Bitswap and the outcomes of our Beyond Bitswap project at the Spanish Edition of the Codemotion conference. The invitation was then extended to the English edition of the conference, which took place at the end of May. (1,007 words)
- [Gossipsub V1.1 at 'Open Tech Will Save Us' Virtual Event | Protocol Labs Research](/content/research/blog/2020/gossipsub-v1-1-at-open-tech-will-save-us-virtual-event.html): ResNetLab was present at Open Tech Will Save Us virtual meetup, an event organized by the Matrix.org team during which participants could watch a live stream provided by Jitsi and ask questions using the Matrix protocol (often through a client like Riot). (702 words)
- [Distributed Power Systems | Protocol Labs Research](/content/research/areas/distributed-power-systems/index.html): Our electricity system is undergoing a monumental transition from a centralized design based on fossil fuels to a distributed architecture based on renewable energy. Successfully navigating this requires reconceiving the grid as a distributed system, able to coordinate diverse resources and influence the deployment of capital by setting up appropriate incentive structures. (715 words)
- [IEEE/IFIP CNSM 2020 - The InterPlanetary File System and the Filecoin Network | Protocol Labs Research](/content/research/blog/2020/ieee/ifip-cnsm-2020-the-interplanetary-file-system-and-the-filecoin-network.html): ResNetLab was invited to present a 3.5 hour tutorial at one of the biggest conferences in the “NetMan” community, the 16th International Conference on Network and Service Management.
We were impressed by the quality of talks, keynotes, workshops, and tutorials presented during the conference. (1,126 words)
- [David Dias | Protocol Labs Research](/content/research/authors/david-dias/index.html): David Dias led ResNetLab and served as the Director of the Research-Development organisation at Protocol Labs. Previously David worked at &yet, where he had the chance to collaborate with a number of different teams, helping them to improve and ship secure software by auditing web applications and delivering hands-on training in Node. (601 words)
- [Meet the Latest Protocol Labs Research Grant Recipients | Protocol Labs Research](/content/research/blog/2020/meet-the-latest-protocol-labs-research-grant-recipients.html): In January of 2020, the Resilient Networks Lab (ResNetLab) launched two RFPs (Requests for Proposals) to address pressing open problems faced by IPFS and libp2p, namely, Routing at Scale and PubSub at Scale. (951 words)
- [Yiannis Psaras Joins Protocol Labs Research | Protocol Labs Research](/content/research/blog/2020/yiannis-psaras-joins-protocol-labs-research/index.html): Yiannis (Ioannis) is joining the Resilient Networks Lab, which he helped get off the ground after becoming an advisor to PL in July 2019. Yiannis is currently a fellow of the United Kingdom’s Engineering and Physical Sciences Research Council and a Lecturer at University College London, where he has worked on a number of topics within the broad field of networking, with a significant focus on Information-Centric Networking (ICN). (447 words)
- [ResNetLab on Tour Tutorials Go On-Demand | Protocol Labs Research](/content/research/blog/2021/resnetlab-on-tour-tutorials-go-on-demand/index.html): We started the ResNetLab on Tour programme in late 2019 with the goal of onboarding the research and academic community to the IPFS architecture and the interesting open problems and research directions associated with the decentralisation of internet services. (703 words)
- [How Content Addressing Can Solve Streaming Challenges as Networks Are Overloaded | Protocol Labs Research](/content/research/blog/2020/how-content-addressing-can-solve-streaming-challenges-as-networks-are-overloaded.html): Given the mass migration to remote work we’ve seen in recent months, you’d think the internet would be collapsing under the added strain. Yet precisely the opposite has happened. As experts have observed, the internet isn’t buckling under added traffic; it’s thriving. (924 words)
- [Jonathan Gross | Protocol Labs Research](/content/research/authors/jonathan-gross/index.html): Jonathan joined Protocol Labs in August 2019 after eight years of administrative work at the California Institute of Technology. He is interested in scientific ethics and the role of technology in the 21st century. (564 words)
- [IEEE ICBC 2020: The InterPlanetary File System and the Filecoin Network | Protocol Labs Research](/content/research/blog/2020/ieee-icbc-2020-the-interplanetary-file-system-and-the-filecoin-network.html): ResNetLab presented at one of the most prominent conferences in the area of Distributed Ledger Technologies: the IEEE International Conference on Blockchain and Cryptocurrencies! IEEE ICBC 2020 took place remotely, was well-attended, and had an exciting programme both in terms of tutorials during the first day and invited talks during the main conference, where Vitalik Buterin delivered the keynote speech. (447 words)
- [Alfonso De La Rocha Joins Protocol Labs Research | Protocol Labs Research](/content/research/blog/2020/alfonso-de-la-rocha-joins-protocol-labs-research/index.html): Alfonso is joining the Resilient Networks Lab (ResNetLab) as a Research Engineer. He comes to PL from Telefónica R&D, where he worked on blockchain-based technologies such as TrustOS.
We asked Alfonso about his journey to PL, the projects he will be working on in the ResNetLab, and his thoughts about future technological developments: (499 words)
- [Vasilis Giotsas Joins Protocol Labs Research | Protocol Labs Research](/content/research/blog/2020/vasilis-giotsas-joins-protocol-labs-research/index.html): Vasileios (Vasilis) Giotsas is joining the Resilient Networks Lab (ResNetLab) as a Research Engineer. He comes to PL from Lancaster University, where he was an Assistant Professor, after stints at Technischen Universität Berlin and the University of California San Diego. (541 words)
- [A Visualization Tool for the IPFS DHT | Protocol Labs Research](/content/research/blog/2021/a-visualization-tool-for-the-ipfs-dht/index.html): At the Mobile Multimedia Lab of the Athens University of Economics and Business, we have been working on optimisations for the InterPlanetary File System distributed hash table (IPFS DHT) and, in particular, on Multi-Level DHT support. (889 words)
- [IEEE/IFIP DSN 2020 - The InterPlanetary File System and the Filecoin Network | Protocol Labs Research](/content/research/blog/2020/ieee/ifip-dsn-2020-the-interplanetary-file-system-and-the-filecoin-network.html): ResNetLab was invited to present “The InterPlanetary File System and the Filecoin Network” in a 3-hour tutorial at the IEEE/IFIP International Conference on Dependable Systems and Networks! The conference, now in its 50th edition, has an established track record of top-quality research contributions, and is one of the oldest conferences in its subject area. (599 words)
- [Decentralising the Internet With IPFS and Filecoin (DI2F) — A Report From the Trenches | Protocol Labs Research](/content/research/blog/2021/decentralising-the-internet-with-ipfs-and-filecoin-di2f-a-report-from-the-trenches.html): The first edition of the DI2F Workshop, which took place on 21 June 2021 and focused on decentralising the Internet with IPFS and Filecoin, has been a phenomenal success! We received more than 20 submissions, out of which 11 were selected to be presented on the day (scroll down to the three sections at the bottom of this page for the full text). (612 words)
- [Event | Protocol Labs Research](/content/research/categories/event/index.html) (81 words)
- [Alan Ransil | Protocol Labs Research](/content/research/authors/alan-ransil/index.html): Alan’s research at Protocol Labs applied design principles from distributed systems and the decentralized web to the power grid. His doctoral work focused on structural batteries that can be incorporated into vehicles to bear mechanical load. (255 words)
- [AbstractionLab Update: Notes From the Frontier | Protocol Labs Research](/content/research/blog/2021/abstractionlab-update-notes-from-the-frontier/index.html): The independent researchers of the AbstractionLab tackle ambitious projects with huge potential to drive breakthroughs in computing, communication, and decentralization. They are the scout ship pilots exploring the farthest reaches of the adjacent possible. (627 words)
- [Decentralising the Internet With IPFS and Filecoin (DI2F) Workshop at IFIP Networking 2021: Call for Contributions | Protocol Labs Research](/content/research/blog/2021/decentralising-the-internet-with-ipfs-and-filecoin-di2f-workshop-at-ifip-networking-2021-call-for-contributions.html): Since the InterPlanetary File System (IPFS) was first introduced in a 2014 whitepaper, interest from the research community on improving and building on its protocol stack has been steadily growing. A search for “IPFS networking” on Google Scholar now returns over 1500 results, and that is just a fraction of the relevant publications. (379 words)
- [Careers | Protocol Labs Research](/content/research/categories/careers/index.html) (39 words)
- [We're Hiring! | Protocol Labs Research](/content/research/blog/2021/were-hiring/index.html): Protocol Labs Research has been growing rapidly, with the launch of CryptoComputeLab, CryptoEconLab, and CryptoNetLab, a number of new projects, and new researchers, advisors, and support staff joining the team. (132 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/index.html) (32 words)
- [Applied Category Theory | Protocol Labs Research](/content/research/areas/applied-category-theory/index.html): Category theory (CT) originated as a subdiscipline of pure mathematics, with a historical strength in unifying disparate mathematical areas to transport proofs and constructions between them. CT can also be viewed as an upgraded foundation for all of math, taking the place traditionally occupied by first-order logic and set theory, and is commonly used in theoretical computer science (especially type theory), and as a foundation for computational theorem-proving. (272 words)
- [research/publications/gossipsub-v1-1-evaluation-report/vyzovitis2020-pdf.html](/content/research/publications/gossipsub-v1-1-evaluation-report/vyzovitis2020-pdf.html) (11,748 words)
- [ResNetLab Welcomes Barath Raghavan as a Research Advisor | Protocol Labs Research](/content/research/blog/2021/resnetlab-welcomes-barath-raghavan-as-a-research-advisor.html): We are pleased to announce that Barath Raghavan will be working with ResNetLab as an advisor. Barath is a professor of computer science at USC, where he co-leads the networked systems lab and conducts research across the fields of core networked systems, computing for social good and sustainability, and security. (206 words)
- [Merkle-CRDTs: Merkle-DAGs Meet CRDTs | Protocol Labs Research](/content/research/publications/merkle-crdts-merkle-dags-meet-crdts/index.html): We study Merkle-DAGs as a transport and persistence layer for Conflict-Free Replicated Data Types (CRDTs), coining the term Merkle-CRDTs and providing an overview of the different concepts, properties, advantages and limitations involved. (142 words)
- [IPFS-FAN: A Function-Addressable Computation Network | Protocol Labs Research](/content/research/publications/ipfs-fan-a-function-addressable-computation-network.html): Permissionless computation is one of the missing pieces in the web3 stack in order to have all the tools needed to “decentralise Internet services”. There are already proposals to embed computation in decentralised networks like smart contracts, or blockchain networks for computational offloading. (118 words)
- [Gossipsub-V1.1 Evaluation Report | Protocol Labs Research](/content/research/publications/gossipsub-v1-1-evaluation-report.html): Permissionless blockchain environments necessitate the use of a fast and attack-resilient message propagation protocol for Block and Transaction messages to keep nodes synchronised and avoid forks. We present GossipSub, a gossip-based pubsub protocol, which, in contrast to past pubsub protocols, incorporates resilience against a wide spectrum of attacks. (212 words)
- [The Underlay: The Inevitable Future of Knowledge | Protocol Labs Research](/content/research/talks/the-underlay-the-inevitable-future-of-knowledge/index.html):   (79 words)
- [To the InterPlanetary File System – And Beyond!: Peer-to-Peer File Sharing Would Make the Internet Far More Efficient | Protocol Labs Research](/content/research/publications/to-the-interplanetary-file-system-and-beyond-peer-to-peer-file-sharing-would-make-the-internet-far-more-efficient.html): When the COVID-19 pandemic erupted in early 2020, the world made an unprecedented shift to remote work. As a precaution, some Internet providers scaled back service levels temporarily, although that probably wasn’t necessary for countries in Asia, Europe, and North America, which were generally able to cope with the surge in demand caused by people teleworking (and binge-watching Netflix). (123 words)
- [GossipSub: Attack-Resilient Message Propagation in the Filecoin and ETH2.0 Networks | Protocol Labs Research](/content/research/publications/gossipsub-attack-resilient-message-propagation-in-the-filecoin-and-eth2-0-networks.html): Permissionless blockchain environments necessitate the use of a fast and attack-resilient message propagation protocol for Block and Transaction messages to keep nodes synchronised and avoid forks. We present GossipSub, a gossip-based pubsub protocol, which, in contrast to past pubsub protocols, incorporates resilience against a wide spectrum of attacks. (223 words)
- [IPFS-FAN: A Function Addressible Computation Network | Protocol Labs Research](/content/research/talks/ipfs-fan-a-function-addressible-computation-network.html):   (62 words)
- [Censorship-Resistant Web Annotations Based on Ethereum and IPFS | Protocol Labs Research](/content/research/publications/censorship-resistant-web-annotations-based-on-ethereum-and-ipfs.html): Flooded by the propagation of false or biased news in the Web, people tend to resort to social networks to read posts from reliable sources, exchange commentaries with trustworthy parties, access first-hand content, or cross-check information that appears in news outlets. (124 words)
- [Accelerating Content Routing With Bitswap: A Multi-Path File Transfer Protocol in IPFS and Filecoin | Protocol Labs Research](/content/research/publications/accelerating-content-routing-with-bitswap-a-multi-path-file-transfer-protocol-in-ipfs-and-filecoin.html): Bitswap is a Block Exchange protocol designed for P2P Content Addressable Networks. It leverages merkle-linked graphs in order to parallelize retrieval and verify content integrity. Bitswap is being used in the InterPlanetary File System architecture as the main content exchange protocol, as well as in the Filecoin network as part of the block synchronisation protocol. (158 words)
- [The Underlay: A Distributed Public Knowledge Graph | Protocol Labs Research](/content/research/talks/the-underlay-a-distributed-public-knowledge-graph/index.html):   (57 words)
- [PASTRAMI: Privacy-Preserving, Auditable, Scalable & Trustworthy Auctions for Multiple Items | Protocol Labs Research](/content/research/publications/pastrami-privacy-preserving-auditable-scalable-trustworthy-auctions-for-multiple-items.html): Decentralised cloud computing platforms enable individuals to offer and rent resources in a peer-to-peer fashion. They must assign resources from multiple sellers to multiple buyers and derive prices that match the interests and capacities of both parties. (165 words)
- [Rewarding Relays for Decentralised NAT Traversal Using Smart Contracts | Protocol Labs Research](/content/research/publications/rewarding-relays-for-decentralised-nat-traversal-using-smart-contracts.html): Traversing NAT’s remains a big issue in P2P networks, and many of the previously proposed solutions are incompatible with truly decentralised emerging applications. Such applications need a decentralised NAT traversal solution without trusted centralised servers. (174 words)
- [Joel Gustafson | Protocol Labs Research](/content/research/authors/joel-gustafson/index.html): Joel’s research is in knowledge representation and distributed systems. At Protocol Labs, he is working to create a decentralized semantic web to enable more open and equal access to information. His other interests span interface design, media theory, human-computer interaction, and programming language theory. (221 words)
- [The Case for AI Based Web3 Reputation Systems | Protocol Labs Research](/content/research/publications/the-case-for-ai-based-web3-reputation-systems/index.html): Initiatives such as blockchains and decentralized storage networks are pushing for a decentralized Web3 to replace the current architecture. At the core of Web3 are network resource sharing services, which allow anyone to sell spare network capacity in return for rewards. (123 words)
- [Petar Maymounkov | Protocol Labs Research](/content/research/authors/petar-maymounkov/index.html): Petar joined Protocol Labs in March, 2020. He has contributed to a number of research areas over the course of his career: computer systems, distributed systems and algorithms, compilers and languages, coding and information theory, and spectral graph theory and routing. (181 words)
- [Tlock: Practical Timelock Encryption Based on Threshold BLS | Protocol Labs Research](/content/research/talks/tlock-practical-timelock-encryption-based-on-threshold-bls.html):   (191 words)
- [The Underlay Seeks Qualified Software Engineer | Protocol Labs Research](/content/research/blog/2020/the-underlay-seeks-qualified-software-engineer/index.html): The Underlay, a Protocol Labs independent research project undertaken in conjunction with the Knowledge Futures Group at MIT, is currently looking for a Software Engineer with strong full-stack web development skills and an interest in semantic web and decentralized web technologies. (95 words)
- [A Retrospective on the ARPM Program | Protocol Labs Research](/content/research/blog/2021/a-retrospective-on-the-arpm-program/index.html): Now that summer has turned to fall, we’d like to share some of the things we’ve learned and accomplished during this past summer with our Associate Research Program managers (ARPMs): Dwarkesh, Max, and Sam. (363 words)
- [Adrian Lanzafame | Protocol Labs Research](/content/research/authors/adrian-lanzafame/index.html): Adrian has a diverse background, having written software in domains such as geological exploration, software-defined networking, and healthcare systems. At Protocol Labs, Adrian was involved in the IPFS Cluster project, the IPFS Gateways, ResNetLab, and Filecoin Mining Operations. (50 words)
- [A Dead Man’s Full-Yet-Responsible-Disclosure System | Protocol Labs Research](/content/research/talks/a-dead-mans-full-yet-responsible-disclosure-system/index.html):   (273 words)
- [Call for Participation: DI2F: Decentralizing the Internet With IPFS and Filecoin | Protocol Labs Research](/content/research/blog/2021/call-for-participation-di2f-decentralizing-the-internet-with-ipfs-and-filecoin.html): The first edition of a research-focused workshop on decentralisation, IPFS, and Filecoin is here! DI2F is taking place alongside IFIP Networking 2021 on 21 June 2021 and has a packed programme full of interesting paper presentations, demos, abstracts, hands-on tutorials and invited talks! (255 words)
- [A Dual-Process Approach for Automated Knowledge Creation | Protocol Labs Research](/content/research/publications/a-dual-process-approach-for-automated-knowledge-creation.html): Scientific knowledge growth combines elements of existing theories into new proposed models, which is combinatorially intractable. Inspired by dual-system psychological theories, we conceptualize a knowledge creation process in two stages. Stage One narrows the space of existing computational elements based on contextual queues, supplying components from which a new model will be proposed. (160 words)
- [Drand: Publicly Verifiable Randomness Explained | Protocol Labs Research](/content/research/talks/drand-publicly-verifiable-randomness-explained/index.html):   (164 words)
- [Designing a Dataflow Editor With TypeScript and React | Protocol Labs Research](/content/research/blog/2021/designing-a-dataflow-editor-with-typescript-and-react.html): This is a design report – a story about the tradeoffs and challenges that we encountered while building a medium-complexity React component in TypeScript. These include
state modeling (“making illegal states unrepresentable”) basic type-level programming in TypeScript DX patterns for generically typed React components DX patterns for reusable controlled components using a Redux-like action/dispatch state paradigm These topics all deal with the external interface and TypeScript typings; lower-level implementation challenges (like optimizing drag interactions and sharing state between React and D3) have been left to a future post. (7,957 words)
- [A Rebuttal to the Metaverse as a Dystopia | Protocol Labs Research](/content/research/blog/2021/a-rebuttal-to-the-metaverse-as-a-dystopia/index.html): A group of researchers here at PL recently indulged a tirade of mine about the notion that a metaverse is not something that we should want. It seemed worth the time to improve and condense the logic I presented there. (647 words)
- [Terms of Service | Protocol Labs Research](/content/research/terms-of-service/index.html): Our content licensing policies are based on those of the Google Developer website.
We are pleased to license much of the content and documentation available on our sites under terms that explicitly encourage people to take, modify, reuse, re-purpose, and remix our work as they see fit. (479 words)
- [SnarkPack: Practical SNARK Aggregation | Protocol Labs Research](/content/research/publications/snarkpack-practical-snark-aggregation/index.html): Zero-knowledge SNARKs (zk-SNARKs) are non-interactive proof systems with short and efficiently verifiable proofs. zk-SNARKs are widely used in decentralised systems to address privacy and scalability concerns. One of the main applications is the blockchain, were SNARKs are used to prove computations with private inputs and reduce on-chain footprint verification and transaction sizes. (257 words)
- [Britt Yazel | Protocol Labs Research](/content/research/authors/britt-yazel/index.html): Britt is a problem solver and ardent fixer-of-things with a doctorate in Neuroscience and years of open source technology contributions. He earned his Ph.D. from the University of California, Davis where he studied cognitive neuroscience and neuroengineering, and his professional career is focused on helping researchers and open source projects achieve their scholarly and humanitarian pursuits. (204 words)
- [Blog | Protocol Labs Research](/content/research/blog/index.html) (7,946 words)
- [Chhi'mèd Künzang | Protocol Labs Research](/content/research/authors/chhimed-kunzang/index.html) (343 words)
- [Media | Protocol Labs](/content/media/index.html): Protocol Labs is an innovation network driving breakthroughs in computing to push humanity forward. (203 words)
- [Pulsarcast: Scalable, Reliable Pub-Sub over P2P Nets](/content/research/publications/pulsarcast-scalable-reliable-pub-sub-over-p2p-nets/antunes2021-pdf.html) (976 words)
- [ConsensusDays 21 Recap and Recordings | Protocol Labs Research](/content/research/blog/2021/consensusdays-21-recap-and-recordings/index.html): It was a calm day in early August when we launched a call for contributions for ConsensusDay 21, the launch event for our ConsensusLab. Originally intended to be an intimate, one-day virtual workshop aiming to foster discussion of consensus research and bootstrap a collaboration network, it soon became clear that it was growing beyond our wildest expectations – and certainly beyond what we had planned and were prepared to accommodate. (470 words)
- [ConsensusDays 23 Programme and Registration | Protocol Labs Research](/content/research/blog/2023/consensusdays-23-programme-and-registration/index.html): We’re happy to announce the publication of the ConsensusDays 23 programme. The workshop will take place 5-6 June in the 14:00-18:30 UTC period.
We were again overwhelmed by the community interest, and many decisions ended up coming down to program limitations and session planning rather than quality alone. (239 words)
- [Events | Protocol Labs Research](/content/research/categories/events/index.html) (490 words)
- [Adam Marblestone | Protocol Labs Research](/content/research/authors/adam-marblestone/index.html): Adam is working to roadmap and launch science and technology moonshot projects that call for novel organizational and funding models.
Adam is a Schmidt Futures Innovation Fellow and affiliated with the Federation of American Scientists (FAS). (169 words)
- [People | Protocol Labs Research](/content/research/people/index.html) (210 words)
- [Pulsarcast: Scalable, Reliable Pub-Sub Over P2P Nets | Protocol Labs Research](/content/research/publications/pulsarcast-scalable-reliable-pub-sub-over-p2p-nets/index.html): The publish-subscribe paradigm is a wildly popular form of communication in complex distributed systems. The properties offered by it make it an ideal solution for a multitude of applications, ranging from social media to content streaming and stock exchange platforms. (285 words)
- [Beyond Swapping Bits | Protocol Labs Research](/content/research/talks/beyond-swapping-bits/index.html):   (51 words)
- [Timelock Encryption Based on Drand | Protocol Labs Research](/content/research/talks/timelock-encryption-based-on-drand/index.html):   (194 words)
- [ResNetLab | Protocol Labs Research](/content/research/groups/resnetlab/index.html): The mission of the Resilient Networks Lab is to build resilient distributed systems, by creating and operating a platform where researchers can collaborate openly and asynchronously on deep technical work. (481 words)
- [Knowledge Engineering | Protocol Labs Research](/content/research/areas/knowledge-engineering/index.html): We aim to use learnings from previous efforts, growth in available data, and ambitions of qualitatively novel capabilities to facilitate the discovery, linking, and processing of knowledge. This work primarily consists of support for The Underlay, a project intending to build a global, distributed graph of public knowledge. (388 words)
- [Yolan Romailler | Protocol Labs Research](/content/research/authors/yolan-romailler/index.html): Yolan is an applied cryptographer delving into (and dwelling on) cryptography, secure coding, and other fun things. He has previously spoken at Black Hat USA, NorthSec, GopherCon, Real World Crypto and DEF CON on topics including automation in cryptography, public keys vulnerabilities, elliptic curves, post-quantum cryptography, functional encryption, open source security, distributed randomness, and more! (265 words)
- [A Public Goods Experiment on Filecoin: Retroactively Funding Impact With Quadratic Voting | Protocol Labs Research](/content/research/blog/2022/a-public-goods-experiment-on-filecoin-retroactively-funding-impact-with-quadratic-voting.html): The PL Network Goods team launched a quadratic voting funding experiment on Filecoin repositories with the help of maintainers and storage providers, rewarded community contributors, and built retroactive funding infrastructure for broader application. (1,279 words)
- [Nicolas Gailly | Protocol Labs Research](/content/research/authors/nicolas-gailly/index.html): Nicolas does research and development on applied cryptography, and decentralized systems. (359 words)
- [Evan Miyazono | Protocol Labs Research](/content/research/authors/evan-miyazono/index.html): Evan is the team lead for Research at Protocol Labs. He has lived in California his whole life, bouncing between NorCal and SoCal. He spent enough of his childhood at beaches that a sandy shore always feels familiar; the rest was spent sitting at a computer, reading books, or disassembling things. (531 words)
- [404: NOT_FOUND](/content/blog/august-2018-lab-day/alexandria-io.html) (13 words)
- [404: NOT_FOUND](/content/blog/august-2018-lab-day/th-ai.html) (14 words)
- [Announcing the Juan Benet Podcast: Launching With First Guest Max Hodak, CEO of Science Corp | Protocol Labs](/content/blog/announcing-juan-benet-podcast-max-hodak/index.html): Juan Benet Podcast launches with Max Hodak on neurotech, brain interfaces, Fast R&D, and more. (260 words, Apr 8, 2026)
- [PL_Genesis: Frontiers of Collaboration Hackathon — The Next Chapter of Open Innovation | Protocol Labs](/content/blog/pl-genesis-hackathon/index.html): PL_Genesis launches a $150K+ frontier hackathon uniting Web3, AI, robotics, and neurotech. (786 words, Mar 3, 2026)
- [Can Attestation Follow in the Footsteps of TLS? | Protocol Labs](/content/blog/attestation-follow-in-the-footsteps-of-tls/index.html): Attestation could follow TLS’s path: standardize trust signals, clarify roles, and mature tooling. (1,611 words, Oct 29, 2025)
- [Threads From the 2025 Cypherpunk Retreat | Protocol Labs](/content/blog/threads-from-the-2025-cypherpunk-retreat/index.html): Key takeaways from the Cypherpunk Retreat, where 100 leading builders advanced privacy-tech coordination. (822 words, Oct 3, 2025)
- [The Power of a Movement: Why Argentina in 2025 Is the Right Place for RWA | Protocol Labs](/content/blog/why-argentina-in-2025-is-the-right-place-for-crypto-nation-building.html): Crecimiento is here to prove what’s possible when talent, tech, and urgency collide in Argentina. (1,743 words, Sep 29, 2025)
- [LabWeek Web3 Returns — See You in Buenos Aires This November | Protocol Labs](/content/blog/labweek-web3-returns/index.html): Join us Nov. 13-19, 2025, in Buenos Aires for a decentralized conference focused on advancing digital human rights and driving real-world applications. (568 words, Sep 9, 2025)
- [Payy and Privacy for Stablecoins: The Unlock for Real-World Adoption | Protocol Labs](/content/blog/payy-and-privacy-for-stablecoins/index.html): Payy introduces a zk-powered Visa card that brings privacy and real-world usability to stablecoins (4,246 words, Aug 28, 2025)
- [PL_Genesis: Modular Worlds — A New Stack for Human Potential | Protocol Labs](/content/blog/pl-genesis-modular-worlds-new-stack-for-human-potential.html): Introducing PL_Genesis: Modular Worlds — Our new flagship annual hackathon. Build the modular internet. $250K+ prizes. (588 words, May 15, 2025)
- [BitRobot and the Future of Embodied AI | Protocol Labs](/content/blog/bit-robot-and-the-future-of-embodied-ai/index.html): Exploring BitRobot, embodied AI, and how crypto incentives can drive decentralized robotics forward. (580 words, Apr 29, 2025)
- [Driving Breakthroughs: The Impact of Our Innovation Network | Protocol Labs](/content/blog/the-impact-of-our-innovation-network/index.html): Reflecting on the impact of Protocol Labs in 2024 and sharing our vision of innovation for 2025 and beyond. (173 words, Jan 29, 2025)
- [LabWeek Web3: Register to Attend, Host an Event and Join Us in Bangkok! | Protocol Labs](/content/blog/labweek-web3-announcement/index.html): Join us Nov. 7-13 in Bangkok for a decentralized conference that’s designed by builders, for builders with a focus on securing digital human rights and making the internet more equitable for all. (782 words, Sep 9, 2024)
- [The Transformative Power of Neurotechnology | Protocol Labs](/content/blog/the-transformative-power-of-neurotechnology/index.html): Dive into neurotechnology's transformative potential and its pivotal role in advancing human capabilities, healthcare, and understanding the brain's complexities. (1,844 words, Jun 5, 2024)
- [Meet Spice AI: Empowering Developers with AI and Data Infrastructure | Protocol Labs](/content/blog/meet-spice-ai-empowering-developers-with-ai-and-data-infrastructure.html): Spice AI stands at the forefront of web3 data access and utilization, offering a platform for the development of AI-driven applications (1,083 words, May 13, 2024)
- [Announcing LabWeek Field Building at Edge Esmeralda in June 2024 | Protocol Labs](/content/blog/announcing-labweek-field-building-edge-esmeralda-in-june-2024.html): Introducing LabWeek Field Building at Edge Esmeralda (510 words, May 10, 2024)
- [LabWeek Public Goods Charts a Brighter Future in Funding, Sustainability and Decentralized Science | Protocol Labs](/content/blog/labweek-public-goods-funding-sustainability-decentralized-science.html): We recently announced that LabWeek was coming to the San Francisco Bay Area April 11-16, 2024 with a focus on public goods. (1,392 words, Apr 5, 2024)
- [Meet Nova Energy: Building a Sustainable Future in Web3 | Protocol Labs](/content/blog/meet-nova-energy-building-a-sustainable-future-in-web3.html): Nova Energy is on a mission to forge a future where every kilowatt of energy and every byte of data contributes to a more sustainable digital landscape. (980 words, Mar 26, 2024)
- [Announcing LabWeek Public Goods in April 2024 | Protocol Labs](/content/blog/labweek-public-goods/index.html): Our current economic systems are inadequate for solving the challenges we have today, including climate change and early scientific research. (779 words, Mar 19, 2024)
- [PL Vision: Driving Breakthroughs in Computing to Push Humanity Forward | Protocol Labs](/content/blog/transcription-pl-vision-driving-a-breakthroughs-in-computing-to-push-humanity-forward.html): In a century marked by unprecedented technological capabilities, we find ourselves at a crossroads. The outdated macro systems that once coordinated global efforts are struggling to adapt to the rapid evolution of our digital landscape. (1,719 words, Mar 15, 2024)
- [Meet Canza Finance: Empowering Africa's Financial Future | Protocol Labs](/content/blog/meet-canza-finance-empowering-africa-financial-future.html): Canza Finance is a Web3 neobank focused on redefining cross-border payments and financial services for African businesses. (1,163 words, Feb 8, 2024)
- [Protocol Labs Forms Strategic Alliance With Chainlink Labs to Support Promising Startups | Protocol Labs](/content/blog/protocol-labs-forms-strategic-alliance-with-chainlink-labs.html): With a shared vision to empower the next generation of tech startups, Protocol Labs has formed a strategic alliance with Chainlink Labs, the primary contributing developer of the industry-standard decentralized computing platform Chainlink. (549 words, Jan 29, 2024)
- [Meet 3Box Labs: Building a Web of Trust with Data | Protocol Labs](/content/blog/meet-3box-labs-building-a-web-of-rust-with-data/index.html): 3Box Labs is focused on building decentralized data infrastructure to advance the Web3 ecosystem. (1,112 words, Dec 18, 2023)
- [Meet Zama: Pioneering the Future of Encrypted Data | Protocol Labs](/content/blog/meet-zama-pioneering-the-future-of-encrypted-data/index.html): Zama is a cryptography company building open source homomorphic encryption tools for developers. (1,193 words, Nov 27, 2023)
- [Advancing IPFS and libp2p Governance | Protocol Labs](/content/blog/advancing-ipfs-and-libp2p-governance/index.html): IPFS and libp2p are officially taking big steps forward in project maturity, with independent foundations and funding structures. (691 words, Nov 14, 2023)
- [Breakthrough Scalability with InterPlanetary Consensus (IPC) | Protocol Labs](/content/blog/breakthrough-scalability-with-interplanetary-consensus.html): IPC unlocks a new era of web3 scaling and flexibility for builders through recursively scalable subnets and sub-second transactions. (981 words, Nov 9, 2023)
- [The State of Zero-Knowledge Proofs: From Research to Serious Business | Protocol Labs](/content/blog/zero-knowledge-proofs/index.html): Exclusive research and expert commentary on zero-knowledge proofs (zk proofs) that allow the verification of sensitive info without revealing the info itself. (1,498 words, Nov 2, 2023)
- [PL: Past, Present & Future | Protocol Labs](/content/blog/pl-past-present-future/index.html): Juan Benet shares his ambitious vision for how PL fosters major technological advancements through an innovation network for a comprehensive R&D pipeline. (736 words, Oct 30, 2023)
- [Meet Gensyn: The Machine Learning Compute Network | Protocol Labs](/content/blog/meet-gensyn-the-machine-learning-compute-network/index.html): Gensyn is a machine learning compute network. It allows developers to train deep learning models over a network of connected devices, from data centers with excess capacity to personal laptops with latent GPUs. (830 words, Oct 24, 2023)
- [Introducing Protocol Labs Venture Studio (PL VS) | Protocol Labs](/content/blog/introducing-protocol-labs-venture-studio/index.html): Protocol Labs is excited to announce Protocol Labs Venture Studio, an initiative dedicated to growing and enabling new startups building breakthrough technologies. (1,604 words, Oct 4, 2023)
- [Meet Banyan: Reimagining Cloud Data Storage | Protocol Labs](/content/blog/meet-banyan-reimagining-cloud-data-storage/index.html): Banyan creates usable, secure, vertically-integrated, decentralized storage solutions for users with significant data storage needs. Banyan provides the benefits of Web3 encryption and decentralization to Web2-savvy consumers in a familiar user interface. (941 words, Sep 28, 2023)
- [Protocol Labs Partners with Consensys to Empower Advanced Stage Web3 Startups | Protocol Labs](/content/blog/protocol-labs-partners-with-consensys-scale/index.html): Consensys Scale Program offers builders access to a complete Web3 product suite and support for their blockchain projects. (408 words, Sep 25, 2023)
- [Meet Numbers Protocol: Building Authenticity in the Age of Generative AI | Protocol Labs](/content/blog/meet-numbers-protocol-building-authenticity-in-the-age-of-generative-ai.html): Numbers Protocol is a decentralized photo network for creating community, value and trust in digital media. By instantly uploading digital images onto the blockchain via the company’s Capture app. (1,022 words, Aug 28, 2023)
- [LabWeek23 Coming to Istanbul in November | Protocol Labs](/content/blog/labweek-coming-to-istanbul/index.html): LabWeek23 is back! Last year, more than 1,500 builders gathered in Lisbon, Portugal, for the first-ever decentralized conference. Focused on shaping the future of the internet, LabWeek23 will bring the community together again November 13-17, 2023 in Istanbul, Turkey, alongside Devconnect. (602 words, Aug 24, 2023)
- [Incentivizing Impact Beyond Carbon | Protocol Labs](/content/blog/transcription-impact-tokenization-beyond-carbon/index.html): This summer, many regions around the world are experiencing record-breaking heat. The Kyoto Protocol, the international treaty adopted more than 25 years ago in 1997, was designed to prevent this by reducing greenhouse gas emissions via, among other things, initiatives that incentivize positive environmental impact, such as emissions trading. (2,209 words, Aug 7, 2023)
- [Meet Cryptosat: Satellites for Cryptographic Protocols | Protocol Labs](/content/blog/satellites-for-crypographic-protocols/index.html): Cryptosat builds small, cost-efficient satellites that provide the cryptographic trust infrastructure for Web3 via perfect physical isolation in space. (770 words, Jul 11, 2023)
- [Transcription: Building a decentralized content delivery system with Lassie | Protocol Labs](/content/blog/transcription-building-a-decentralized-content-delivery-system-with-lassie.html): Lassie, a new tool designed to find and retrieve data from both Filecoin and IPFS, started as a way to make Filecoin retrieval easy. (3,531 words, Jun 27, 2023)
- [Announcing: Protocol Labs Partners With a16z Crypto Startup School | Protocol Labs](/content/blog/protocol-labs-partner-with-a16z-crypto-startup/index.html): Protocol Labs and a16z crypto have joined forces in a new program that provides tailored support for some of Web3’s most visionary founders participating in the 2023 Crypto Startup School (CSS), an accelerator program designed around the specific needs of Web3 startups. (475 words, Jun 14, 2023)
- [Accelerate your Web3 journey: Protocol Labs Launchpad Summit on July 16-21 | Protocol Labs](/content/blog/launchpad-summit-paris-2023/index.html): Discover how you can participate in Protocol Lab’s most recent in-person learning opportunity: the Launchpad Summit on July 16-21 in Paris. We are thrilled to present this exciting new experience! (691 words, Jun 1, 2023)
- [Jay Graber: Building Bluesky and a Decentralized Social Media Protocol | Protocol Labs](/content/blog/transcription-bluesky-blog/index.html): In this technical talk, Jay Graber, CEO of Bluesky, discusses the architecture and design considerations for decentralized social media platforms. (2,128 words, May 26, 2023)
- [Discourse Graphs and the Future of Science | Protocol Labs](/content/blog/discourse-graph-qa/index.html): Interview between Tom Kalil, Chief Innovation Officer of Schmidt Futures, Dr. Evan Miyazono, Research Team Lead at Protocol Labs, and Dr. Matt Akamatsu, Assistant Professor of Biology at the University of Washington. (2,224 words, Feb 27, 2023)
- [Web3 Trends 2023: 3 Exciting Projects at Protocol Labs | Protocol Labs](/content/blog/web3-trends-2023-top-3-exciting-projects-at-protocol-labs.html): Protocol Labs has celebrated major milestones in line with its ambitions to build a decentralized web. In 2023, we want to keep the momentum going. Here are our three big bets for the year. (770 words, Feb 9, 2023)
- [Focusing our strategy to weather crypto winter | Protocol Labs](/content/blog/2023-02-03-crypto-winter-update/index.html): Protocol Labs is an innovation network driving breakthroughs in computing to push humanity forward. (668 words, Feb 3, 2023)
- [CryptoEconomic Health and Governance of the Filecoin Network - Vik Kalghatgi | Protocol Labs](/content/blog/transcription-vik-kalghatgi-cryptoeconomic-health-and-governance.html): In this powerful talk, Vik Kalghatgi discusses ambitions for the Filecoin Network and reframes the concept of economic governance to focus on the benefits to the wider ecosystem. In a period of uncertainty in global markets, his insights are relevant and timely. (2,421 words, Jan 13, 2023)
- [Connecting All the World’s Users in an Open Way: Decentralized Authentication with Brooklyn Zelenka | Protocol Labs](/content/blog/transcription-brooklyn-zelenka-decentralized-authentication.html): In this technical talk, Brooklyn Zelenka, co-founder and CTO of Fission, discusses decentralization authentication and the future of Web3. (3,222 words, Dec 9, 2022)
- [Breakthroughs in Computing Speaker Series: What Does the Future Hold? | Protocol Labs](/content/blog/breakthroughs-in-computing-labweek22/index.html): How will technology shape the future in the next five to 25 years? Breakthroughs in Computing was an exciting new series focused on technological advancements to come, featuring some of the brightest minds in the world. (803 words, Nov 29, 2022)
- [Transcription: Vitalik Buterin on Funding Public Goods | Protocol Labs](/content/blog/transcription-vitalik-buterin-funding-the-commons/index.html): Vitalik Buterin, co-founder and inventor of Ethereum, discusses funding for public goods in this exciting Funding the Commons talk. (3,451 words, Nov 22, 2022)
- [Transcription: Juan Benet on Priorities for Public Goods Builders | Protocol Labs](/content/blog/transcription-juan-benet-public-goods/index.html): In the first installment of our exciting Transcription Series, Juan Benet, founder and CEO of Protocol Labs, shares his insights on public goods funding. (4,605 words, Oct 19, 2022)
- [How to Get Started in Web3 with Protocol Labs | Protocol Labs](/content/blog/get-involved-in-web3/index.html): Get to know the many paths that you can follow to get involved in the Protocol Labs Network! (1,076 words, Oct 17, 2022)
- [LabWeek22: Get ready for PL’s first-ever decentralized conference | Protocol Labs](/content/blog/get-ready-for-labweek22/index.html): Protocol Labs will host its first-ever decentralized event Oct 24-Nov 4, featuring A-list speakers in beautiful venues across Lisbon, Portugal. (741 words, Sep 30, 2022)
- [Protocol Labs partners with the Plurality Book Project to build Governance for Git | Protocol Labs](/content/blog/protocol-labs-and-plurality-book/index.html): Protocol Labs joins RadicalXChange as a technology partner in the Plurality Book Project. In a key technical contribution Protocol Labs will develop and deploy a novel system for decentralized governance and community operations based on git. (795 words, Sep 15, 2022)
- [Hypercerts: A new primitive for public goods funding | Protocol Labs](/content/blog/hypercert-new-primitive/index.html): "Hypercerts" are a new primitive for public goods funding. Here we offer our current take on hypercerts as an implementation of the idea of impact certificates and some possibilities of how they might be utilized. (2,162 words, Aug 24, 2022)
- [Announcing PL Launchpad | Protocol Labs](/content/blog/announcing-pl-launchpad/index.html): We’re excited to introduce PL Launchpad: a 6-week onboarding program for new full-time PL Network contributors to quickly ramp up their InterPlanetary web3 knowledge, grow strong community bonds, and find their best-fit role in the PL Network. (948 words, Feb 14, 2022)
- [Request for Startups 2021 - Services for crypto-native Organizations | Protocol Labs](/content/blog/request-for-startups/index.html): We are putting out a Request for Startups, inviting new and current companies to seek support from the Protocol Labs Network and join the crypto-native revolution. (1,093 words, Oct 18, 2021)
- [PL Research Grants Launch | Protocol Labs](/content/blog/research-grants-launch/index.html): Protocol Labs Research is pleased to announce the expansion of the PL Research Grant Program to include PhD and Postdoctoral Fellowships, Investigator Awards, and other new funding opportunities designed to drive progress on important research problems central to our work at Protocol Labs. (519 words, Aug 11, 2021)
- [PL’s Participation in the Filecoin Economy | Protocol Labs](/content/blog/pl-participation-in-the-filecoin-economy/index.html): This post is an overview of PL’s Participation in the Filecoin Economy. We hope our leadership on these topics can influence how the community evolves over time and we encourage other participants in the Filecoin Network to publish similar information where relevant, for the benefit of the many participants in the network. (2,288 words, Oct 19, 2020)
- [Announcing the League of Entropy Mainnet Upgrade | Protocol Labs](/content/blog/announcing-league-of-entropy-mainnet-upgrade/index.html): After nearly a year in the research stage, Protocol Labs and collaborators decided it was time to turn drand into a production-grade public service (1,334 words, Aug 12, 2020)
- [Behind Our Website Redesign | Protocol Labs](/content/blog/behind-our-website-redesign/index.html): We are thrilled to debut the Protocol Labs website redesign. The updated site more clearly communicates who we are, what we do, why we do it, how we got here, and where we’re headed as a research-driven organization dedicated to building a better web (406 words, May 27, 2020)
- [Remote-First: How We Work at Protocol Labs | Protocol Labs](/content/blog/how-we-work-at-protocol-labs/index.html): PL was founded in 2014 as a fully-remote company. Today we have more than 100 team members worldwide. The COVID-19 pandemic has prompted us to reflect on best practices in a remote office environment (1,120 words, Mar 18, 2020)
- [Technical Barriers to Blockchain | Protocol Labs](/content/blog/technical-barriers-to-blockchain/index.html): Protocol Labs is grappling with technical challenges to blockchain adoption as we prepare to launch Filecoin, a blockchain-based system to democratize file storage (1,246 words, Feb 7, 2020)
- [Collaboration with the Ethereum Foundation on VDFs | Protocol Labs](/content/blog/collaboration-on-vdfs/index.html): Protocol Labs announces a research collaboration with the Ethereum Foundation to design and develop at least one secure, efficient, and usable Verifiable Delay Function (VDF) construction (471 words, Apr 19, 2019)
- [Announcing Protocol Labs Grants | Protocol Labs](/content/blog/announcing-grants-april2019/index.html): Last year, Protocol Labs Research announced the launch of our grant program. We chose to award five grants to proposals addressing our RFPs in mid-2018 (932 words, Apr 16, 2019)
- [ConsensusDay 1 | Protocol Labs](/content/blog/consensusday1/index.html): On February 2, 2019, Protocol Labs Research hosted our inaugural ConsensusDay 1. This day-long research symposium was dedicated to the topic of consensus protocols (179 words, Mar 5, 2019)
- [Introducing the Permissive License Stack | Protocol Labs](/content/blog/announcing-the-permissive-license-stack/index.html): We believe open-source values are critical to free societies, especially in the digital age. To that end, we’ve created a new approach to licensing invoking the principles of the Default Open Pledge (1,795 words, Feb 14, 2019)
- [Lab Day August 2018 | Protocol Labs](/content/blog/august-2018-lab-day/index.html): Reflecting on our first ever Lab Day: an event dedicated to the collaborators in the Protocol Labs ecosystem by gathering our community to share with each other in a fun and inspiring environment (529 words, Oct 23, 2018)
- [Introducing Protocol Labs Research and Grant Program | Protocol Labs](/content/blog/ann-research-rfp/index.html): Protocol Labs Research is now an established team tasked with asking important questions, sharing contributions, providing conduits for potential collaborators, and funding external research grants (1,086 words, Apr 10, 2018)
- [Announcing the SAFT Project | Protocol Labs](/content/blog/announcing-saft-project/index.html): The SAFT Project, a collaboration between Protocol Labs, Cooley, other token creators, legal experts, and investors, is dedicated to evolving the compliance of token investment and sale ecosystem (669 words, Oct 2, 2017)
- [Filecoin Sale Completed | Protocol Labs](/content/blog/filecoin-sale-completed/index.html): The Filecoin Sale was a huge success, resulting in over $205M raised to both create the Filecoin Network and help us decentralize storage world-wide (1,432 words, Sep 13, 2017)
- [First Day Sale Update, Reopening Aug 12, 11:00am PDT | Protocol Labs](/content/blog/sale-update-and-reopen/index.html): Our community rallied together to take part in this important event, as investors, as supporters, and as vocal enthusiasts. However, our first day sale did experience some technical difficulties (1,366 words, Aug 11, 2017)
- [Sale Delayed — New Date: Thursday Aug 10 | Protocol Labs](/content/blog/filecoin-sale-delayed-until-aug-10/index.html): Rockets delay their launches all the time. Ultimately, it’s much better to get these things absolutely right. This is a one-time event, and there is no turning back (288 words, Aug 7, 2017)
- [Important Filecoin Token Sale Update: Averaging First Investments & more | Protocol Labs](/content/blog/important-announcement-averaging-first-investments/index.html): As the Filecoin sale approaches, we’ve been finishing final preparations for the big day. We wanted to get an update out to the community to mitigate the biggest concerns some groups have voiced (249 words, Aug 6, 2017)
- [More Filecoin Token Sale Details — 7 days away! | Protocol Labs](/content/blog/more-token-sale-details/index.html): Today, we have a number of interesting announcements to make, including the launch of the Filecoin page on Coinlist, information on Filecoin Token Economics, how to invest, and more (1,553 words, Jul 31, 2017)
- [Filecoin: Proof-of-Replication, Power-Fault-Tolerance and Research Roadmap | Protocol Labs](/content/blog/filecoin-proof-of-replication-power-fault-tolerance-research-roadmap.html): Introducing Proof of Replication and Power Fault Tolerance, logistical and cryptographic components necessary for decentralizing the internet’s storage with Filecoin (584 words, Jul 27, 2017)
- [Updates & New Filecoin Sale Date - August 7th | Protocol Labs](/content/blog/filecoin-token-sale-updated-date/index.html): The positive response to the new Filecoin whitepaper, our upcoming token sale, and our video has been overwhelming! This post provides a few more updates on the project (614 words, Jul 24, 2017)
- [Announcing the Filecoin Token Sale and Upgraded Whitepaper | Protocol Labs](/content/blog/ann-filecoin-token-sale-and-new-paper/index.html): Over the past several months, Protocol Labs has been hard at work across a spectrum of projects that culminate in our announcements today: The Filecoin Token Sale will begin on July 27 at 7 PM GMT (643 words, Jul 19, 2017)
- [Why is decentralized and distributed file storage critical for a better web? | Protocol Labs](/content/blog/why-is-decentralized-critical/index.html): The team behind IPFS and Filecoin explain how advances in distributed data storage and strong alignment of market incentives are combining to create a much more secure and efficient web (2,915 words, Jun 20, 2017)
- [Protocol Labs: Creating New Networks | Protocol Labs](/content/blog/protocol-labs-creating-new-networks/index.html): Our mission at Protocol Labs is to improve the internet and computing, generally. This post is just a short summary of our vision and plans for the future (1,596 words, May 18, 2017)

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- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/people/groups/about/index.html) (32 words)
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- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/groups/contact/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/groups/about/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/contact/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/about/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/people/contact/index.html) (32 words)
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- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/outreach/groups/contact/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/areas/outreach/about/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/dwarkesh-patel/contact/index.html) (32 words)
- [404 Page Not Found | Protocol Labs Research](/content/research/authors/alfonoso-de-la-rocha/contact/index.html) (32 words)
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