ezkl
Inference engine
An engine for doing inference on deep learning models and computational graphs in a ZKML proof system
ezkl is an engine for doing inference for deep learning models and other computational graphs in a zk-snark (ZKML). Use it from Python, Javascript, or the command line.
970 stars
21 watching
144 forks
Language: Rust
last commit: 4 months ago
Linked from 2 awesome lists
aicryptographyzero-knowledgezkml
ventali/awesome-zk
worldcoin/awesome-zkmlRelated projects:
| Repository | Description | Stars |
|---|---|---|
 zk-ml/research | Research on integrating machine learning with emergent runtimes to improve performance and security. | 22 |
 ddkang/zkml | A framework for constructing proofs of ML model execution in ZK-SNARKs | 349 |
 nalinbhardwaj/zordle | A web application built using Zero-Knowledge Proof technology to verify players' knowledge of word mappings without revealing the words themselves. | 215 |
 zokrates/zokrates | Toolbox for implementing and deploying zkSNARKs on the Ethereum blockchain | 1,836 |
| zk-ml/linear-regression-demo | Verifies the accuracy of a private machine learning model on Ethereum using a zk-SNARK proof | 214 |
 scipr-lab/dizk | A Java library enabling verifiable computations in distributed systems using zero-knowledge proofs and scalable arithmetic. | 237 |
 0xzkml/zk-mnist | A demo project that integrates machine learning and zero-knowledge proof verification in a web application using TypeScript. | 121 |
 privacy-scaling-explorations/chiquito | A high-level DSL for implementing zero-knowledge proof applications with structured abstractions and a focus on performance. | 189 |
 ebfull/powersoftau | A multi-party computation protocol for generating secure parameters using zk-SNARKs | 141 |
 tamucrypto/zkcnn | An implementation of a GKR-based snark for CNN model inference, providing a zero-knowledge proof protocol for neural network computations. | 73 |
| zk-ml/tachikoma | Defines a standard for serializing neural network inference processes into a graph of operator computational traces. | 33 |
 jofarnold/zkp-learning-in-public | Learning and experimenting with Zero Knowledge Proof technologies using Solidity and frameworks like ZoKrates and Circom. | 67 |
 luozhuzhang/zkps-circuit-snark | A zk-SNARK implementation using circom and snarkjs for secure multi-party computation and decentralized applications. | 61 |
 iden3/wasmsnark | A Web Assembly-based library for generating and verifying zero-knowledge proofs using zkSnark protocols | 211 |
 matter-labs-archive/snarkygpu | A GPU-based zkSNARK prover that aims to improve the performance of distributed verification processes for blockchain applications. | 23 |