linear-regression-demo
Verification tool
Verifies the accuracy of a private machine learning model on Ethereum using a zk-SNARK proof
private quantized linear regression on Ethereum
214 stars
7 watching
18 forks
Language: Solidity
last commit: about 4 years agoLinked from 2 awesome lists
ventali/awesome-zk
worldcoin/awesome-zkmlRelated projects:
| Repository | Description | Stars |
|---|---|---|
 0xzkml/zk-mnist | A demo project that integrates machine learning and zero-knowledge proof verification in a web application using TypeScript. | 121 |
 zokrates/zokrates | Toolbox for implementing and deploying zkSNARKs on the Ethereum blockchain | 1,836 |
| zk-ml/research | Research on integrating machine learning with emergent runtimes to improve performance and security. | 22 |
 shreya-28/secure-ml | Secure Linear Regression in the Semi-Honest Two-Party Setting. | 37 |
 matter-labs-archive/snarkygpu | A GPU-based zkSNARK prover that aims to improve the performance of distributed verification processes for blockchain applications. | 23 |
 zkonduit/ezkl | An engine for doing inference on deep learning models and computational graphs in a ZKML proof system | 970 |
 luozhuzhang/zkps-circuit-snark | A zk-SNARK implementation using circom and snarkjs for secure multi-party computation and decentralized applications. | 61 |
 risc0/zeth | A tool that proves Ethereum blocks are valid without relying on external validators or committees. | 390 |
 linkedin/photon-ml | A machine learning library built on top of Apache Spark for scalable and flexible regression modeling | 793 |
 zygmuntz/kaggle-blackbox | A toolkit for building and training machine learning models using a simple, easy-to-use interface. | 115 |
| zk-ml/tachikoma | Defines a standard for serializing neural network inference processes into a graph of operator computational traces. | 33 |
 nalinbhardwaj/zordle | A web application built using Zero-Knowledge Proof technology to verify players' knowledge of word mappings without revealing the words themselves. | 215 |
 szilard/benchm-ml | A benchmark for evaluating machine learning algorithms' performance on large datasets | 1,874 |
 tailhq/dynaml | An interactive machine learning development environment with support for Scala, JVM, and popular ML libraries. | 201 |
 tamucrypto/zkcnn | An implementation of a GKR-based snark for CNN model inference, providing a zero-knowledge proof protocol for neural network computations. | 73 |