Awesome zero knowledge proofs (zkp) / General introduction |
| Zero Knowledge Proofs: An illustrated primer by Matthew Green | | | |
| Demystifying zero-knowledge proofs | | | ( ) (math-heavy, awesome introduction into underlying cryptography) |
| Introduction to SNARKs/STARKs by Eli Ben-Sasson | | | (YouTube) |
| On Interactive Proofs and Zero-Knowledge: A Primer | | | |
| ZK Basics Cheatsheet | 117 | about 1 year ago | a "for (not too much) dummies" poster, trying to not miss core concepts despite the simplified approach and topics selection |
| A Non-Mathematical Introduction to Zero Knowledge Proof | | | a ZKP primer for those who flunked algebra |
| Part 1: What is a SNARK? | | | |
| Part 2: Building a SNARK (Part 1): | | | |
| Part 3: Building a SNARK (Part 2) | | | |
| Part 4: SNARKS vs. STARKS | | | |
| Part 5: PLONK and Custom Gates with Adrian Hamelink | | | |
| Part 6: Lookup Arguments for Performance Optimisation | | | |
| Part 7: Zero Knowledge Virtual Machines (zkVM) | | | |
| Part 8: Achieving Decentralised Private Computation | | | |
| Part 9: Introduction to zkRollups | | | |
| Part I | | | |
| Part II | | | |
| Part III | | | |
| Appendix | | | |
| Part I | | | |
| Part II | | | |
Awesome zero knowledge proofs (zkp) / Courses |
| The 9th BIU Winter School on Cryptography: Zero Knowledge | | | |
| UIUC: ECE498AC/CS498AM: Applied Cryptography, Fall 2019 | | | |
| Zero Knowledge Proof, MOOC Spring 2023 | | | |
| [MIT IAP 2023] Modern Zero Knowledge Cryptography | | | |
Awesome zero knowledge proofs (zkp) / Use cases |
| Awesome Privacy on Blockchains | 259 | 10 months ago | |
Awesome zero knowledge proofs (zkp) / Applications / Ethereum |
| ZK Sync | | | by |
Awesome zero knowledge proofs (zkp) / Applications / Ethereum / ZK Sync |
| ZK SDK | | | |
| ZK Sync code | 4,876 | 2 months ago | |
Awesome zero knowledge proofs (zkp) / Applications / Ethereum |
| SNARK-based permissioned database: rollup by BarryWhitehat | 360 | over 1 year ago | |
| Gnosis dFusion: DEX on SNARKs | 90 | almost 3 years ago | |
| Loopring DEX Protocol (v3) | 329 | 9 days ago | |
| zkPoD: A Practical Decentralized System for Data Exchange | 203 | over 1 year ago | |
| Dark Forest: zkSNARK space warfare strategy game | | | |
Awesome zero knowledge proofs (zkp) / Applications / Other blockchains |
| Zcash: Privacy-Protecting Digital Currency | | | (SNARKs) |
Awesome zero knowledge proofs (zkp) / Applications / Other blockchains / Zcash: Privacy-Protecting Digital Currency |
| Community Chat | | | |
| Forums | | | |
Awesome zero knowledge proofs (zkp) / Applications / Other blockchains |
| Monero: Private Digital Currency | | | (Bulletproofs) |
| Mina Protocol: A Constant-Size Blockchain | | | (recursive SNARKs) |
Awesome zero knowledge proofs (zkp) / Applications / Other blockchains / Mina Protocol: A Constant-Size Blockchain |
| YouTube introduction | | | |
Awesome zero knowledge proofs (zkp) / Applications / Other blockchains |
| Grin: Simple, privacy-focused, scalable MimbleWimble chain implementation | | | (Bulletproofs) |
| Beam: Private and Scalable Coin based on MimbleWimble | | | |
| Namada: Asset Agnostic, Multichain privacy | | | (SNARKs) |
Awesome zero knowledge proofs (zkp) / Applications / Other blockchains / Namada: Asset Agnostic, Multichain privacy |
| Youtube Introduction | | | |
| Specs Documentation | | | |
Awesome zero knowledge proofs (zkp) / Applications / Other blockchains |
| IronFish: Privacy-Preserving Regulatory-Friendly Cryptocurrency Platform | | | (Groth16 zk-SNARKs) |
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| Whitepaper | | | |
| Community Chat | | | |
| YouTube Channel | | | |
Awesome zero knowledge proofs (zkp) / Applications / Other blockchains |
| succinct: Write ZKPs with Rust using SP1, a performant, open-source zkVM and generate proofs in 1-click on Succinct’s decentralized prover network | | | |
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| document | | | |
Awesome zero knowledge proofs (zkp) / Applications / Other blockchains |
| Valida： Valida is a STARK-based virtual machine，The VM has a RISC-inspired instruction set，The VM is designed to be customizable. It can easily be extended to include an arbitrary number of user-defined instructions | 274 | 3 months ago | |
| Nexus zkVM: Nexus is a modular, extensible, open-source, highly-parallelized, prover-optimized, contributor-friendly, zkVM written in Rust, focused on performance and security. | | | |
Awesome zero knowledge proofs (zkp) / Applications / Non-blockchain |
| awesome-zkml | 784 | 2 months ago | Zero-Knowledge Machine Learning - |
| zk-email | | | |
| Proof of Passport | 318 | 8 days ago | |
| Semaphore | 892 | 15 days ago | |
Awesome zero knowledge proofs (zkp) / Bulletproofs |
| Introduction and collection of resources | | | |
| From Zero (Knowledge) to Bulletproofs | 156 | over 1 year ago | a long and very nice gradual explanation |
| Bulletproofs | | | succinct and complete description of the protocol |
Awesome zero knowledge proofs (zkp) / Bulletproofs / Try |
| Implementation in Haskell | 533 | almost 2 years ago | |
| Implementation in Rust | 1,028 | 2 months ago | |
| Implementation in C | 1,113 | 10 days ago | |
Awesome zero knowledge proofs (zkp) / Bulletproofs / Proof system implementations |
| Programmable Constraint Systems for Bulletproofs | | | |
Awesome zero knowledge proofs (zkp) / Bulletproofs / Halo |
| Halo: Recursive bullet proof composition | | | |
Awesome zero knowledge proofs (zkp) / SNARKs / Learn |
| Introduction to zk-SNARKs with examples | | | |
| What are zk-SNARKs (Zcash blog) | | | |
| BabySNARK- The simplest possible SNARK for NP. You know, for kids! | 227 | 5 months ago | |
| The MoonMath Manual to zk-SNARKs (A free learning resource for beginners to experts) | | | |
| Why and How zk-SNARK Works 1: Introduction & the Medium of a Proof | | | |
| Why and How zk-SNARK Works 2: Proving Knowledge of a Polynomial | | | |
| Why and How zk-SNARK Works 3: Non-interactivity & Distributed Setup | | | |
| Why and How zk-SNARK Works 4: General-Purpose Computation | | | |
| Why and How zk-SNARK Works 5: Variable Polynomials | | | |
| Why and How zk-SNARK Works 6: Verifiable Computation Protocol | | | |
| Why and How zk-SNARK Works 7: Constraints and Public Inputs | | | |
| Why and How zk-SNARK Works 8: Zero-Knowledge Computation | | | |
| ZkStudyClub Part 1: Polynomial Commitments with Justin Drake | | | |
| ZkStudyClub Part 2: Polynomial Commitments with Justin Drake | | | |
| ZkStudyClub Part 3: Polynomial Commitments with Justin Drake | | | |
| Explaining SNARKs Part I: Homomorphic Hidings | | | |
| Explaining SNARKs Part II: Blind Evaluation of Polynomials | | | |
| Explaining SNARKs Part III: The Knowledge of Coefficient Test and Assumption | | | |
| Explaining SNARKs Part IV: How to make Blind Evaluation of Polynomials Verifiable | | | |
| Explaining SNARKs Part V: From Computations to Polynomials | | | |
| Explaining SNARKs Part VI: The Pinocchio Protocol | | | |
| Explaining SNARKs Part VII: Pairings of Elliptic Curves | | | |
| Part 1: Quadratic Arithmetic Programs: from Zero to Hero | | | |
| Part 2: Exploring Elliptic Curve Pairings | | | |
| Part 3: Zk-SNARKs: Under the Hood | | | |
| zkSNARKs in a Nutshell | | | |
| Groth16 protocol | | | (original paper) |
| Zcash Sapling protocol spec | 273 | 9 days ago | (very useful as detailed cheat-sheet of all cryptography used) |
| Circom | | | |
| Halo2 | | | |
Awesome zero knowledge proofs (zkp) / SNARKs / Try |
| libsnark (C++) | 1,815 | 8 months ago | |
Awesome zero knowledge proofs (zkp) / SNARKs / Try / libsnark (C++) |
| great tutorial | 188 | over 3 years ago | |
Awesome zero knowledge proofs (zkp) / SNARKs / Try |
| bellman (rust) | 992 | 3 months ago | |
Awesome zero knowledge proofs (zkp) / SNARKs / Try / bellman (rust) |
| demo circuit | 8 | about 6 years ago | |
Awesome zero knowledge proofs (zkp) / SNARKs / Try |
| jsnark (Java, bindings to libsnark) | 208 | almost 2 years ago | |
| snarky (Ocaml, from O(1) labs, team behind Mina Protocol) | 495 | 12 days ago | |
| zokrates (toolbox for zkSNARKs on Ethereum) | 1,812 | 2 months ago | |
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| ZoKrates Remix plugin tutorial | | | |
| Zero Knowledge Proof Application Demo, with libsnarks, truffle and docker | | | |
Awesome zero knowledge proofs (zkp) / SNARKs / Try |
| ethsnarks by HarryR (alternative toolkit for viable zk-SNARKS on Ethereum, Web, Mobile and Desktop) | 240 | almost 4 years ago | |
| gnark - library for zero-knowledge proof protocols written in Go | 1,407 | 11 days ago | |
| circom and snarkjs tutorial | 472 | over 1 year ago | |
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| Roll-up tutorial using Circom and SnarkJS by Ying Tong | 30 | about 5 years ago | |
| A circuit and zk-snark implement using Circom and SnarkJS by Luozhu | 60 | almost 2 years ago | |
Awesome zero knowledge proofs (zkp) / SNARKs / Try |
| SnarkyJS - a TypeScript framework for writing zk-SNARKs in the browser and developing Snapps for Mina Protocol by O(1) labs - WIP | 500 | 9 days ago | |
Awesome zero knowledge proofs (zkp) / SNARKs / Scaling the prover |
| DIZK: Java library for distributed zero knowledge proof systems with Apache Spark | 232 | over 2 years ago | (see the ) |
| SnarkyGPU: distributed GPU based zkSNARKs prover | 23 | almost 6 years ago | (work in progress) |
Awesome zero knowledge proofs (zkp) / SNARKs / Multi-Party Ceremony (MPC) for Trusted Setup |
| “Powers of Tau” protocol for scalable generation of structured reference string | | | |
| Implementation of ZCash MPC Ceremony, Part I: "Powers of Tau" | 140 | over 3 years ago | |
Awesome zero knowledge proofs (zkp) / SNARKs / Multi-Party Ceremony (MPC) for Trusted Setup / Implementation of ZCash MPC Ceremony, Part I: "Powers of Tau" |
| Archived independent implementation in Go | 33 | over 6 years ago | |
Awesome zero knowledge proofs (zkp) / SNARKs / Multi-Party Ceremony (MPC) for Trusted Setup |
| Implementation of ZCash MPC Ceremony, Part I: "Sapling Circuit" | 30 | over 1 year ago | |
Awesome zero knowledge proofs (zkp) / SNORKs / Sonic |
| Introducing Sonic: A Practical zk-SNARK with a Nearly Trustless Setup | | | |
| Sonic: Zero-Knowledge SNARKs from Linear-Size Universal and Updateable Structured Reference Strings | | | |
| Sonic MPC implementation by Matter Labs | 23 | over 5 years ago | |
Awesome zero knowledge proofs (zkp) / SNORKs / PLONK |
| Awesome PLONK | 225 | about 2 months ago | : A curated list of awesome things related to plonk proof system |
| Understanding PLONK by Vitalik Buterin | | | |
| Ignition: Trusted Setup MPC Ceremony for PLONK | | | |
| Permutations over Lagrange-bases for Oecumenical Noninteractive arguments of Knowledge | | | |
Awesome zero knowledge proofs (zkp) / SNORKs / Marlin |
| A Marlin is One of the Fastest SNARKs in the Ocean | | | |
| Marlin: Preprocessing zkSNARKs with Universal and Updatable SRS | | | |
Awesome zero knowledge proofs (zkp) / STARKS / Learn |
| STARK @ Home {video playlist} | | | |
Awesome zero knowledge proofs (zkp) / STARKS / FRI-STARKs |
| Transparent Succinct Arguments by Alessandro Chiesa (Oct 2018) | | | |
| State of the STARK by Eli Ben-Sasson (Devcon IV, Oct 2018) | | | ( ) |
| Introduction to ZK-STARKs by [email protected] | | | |
| Part I: Proofs with Polynomials | | | |
| Part II: Thank Goodness It's FRI-day | | | |
| Part III: Into the Weeds | | | |
| The STARK paper | | | |
| libstark implementation | 502 | over 1 year ago | |
Awesome zero knowledge proofs (zkp) / STARKS / SuperSonic |
| Transparent SNARKs from DARK Compilers (Dec 2019) | | | |
| Introducing Sonic: A Practical zk-SNARK with a Nearly Trustless Setup | | | |
Awesome zero knowledge proofs (zkp) / STARKS / Fractal |
| Fractal: Post-Quantum and Transparent Recursive Proofs from Holography | | | |
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| Awesome zero knowledge twitter list | | | |
| Zero-knowledge podcast | | | |
| ZKProof, an academic and industry initiative for standardizing Zero Knowledge Proofs | | | |
awesome-zero-knowledge-proofs 
offciercia/defi-developer-road-map
worldcoin/awesome-zkml
luozhuzhang/awesome-zkevm
arpitingle/library-of-ethereum
mikerah/awesome-privacy-on-blockchains
kareniel/awesome-evm-security
0ex/more-awesome
lucadonnoh/awesome-blockchain-scalability