zk-mnist
ML ZK demo
A demo project that integrates machine learning and zero-knowledge proof verification in a web application using TypeScript.
Demo of ML for MNIST classification in a zero knowledge proof
121 stars
3 watching
13 forks
Language: TypeScript
last commit: almost 4 years agoLinked from 2 awesome lists
ventali/awesome-zk
worldcoin/awesome-zkmlRelated projects:
| Repository | Description | Stars |
|---|---|---|
 zk-ml/linear-regression-demo | Verifies the accuracy of a private machine learning model on Ethereum using a zk-SNARK proof | 214 |
| zk-ml/research | Research on integrating machine learning with emergent runtimes to improve performance and security. | 22 |
 zygmuntz/kaggle-blackbox | A toolkit for building and training machine learning models using a simple, easy-to-use interface. | 115 |
 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 |
 microbecode/zk-languages | Introduces various programming languages with zk cryptography capabilities for secure computations and smart contracts | 58 |
 o1-labs/o1js | An evolution of SnarkyJS, providing a toolkit for building zero-knowledge-enabled applications using zk-SNARKs and zkApps in TypeScript. | 540 |
 iden3/wasmsnark | A Web Assembly-based library for generating and verifying zero-knowledge proofs using zkSnark protocols | 211 |
| zk-ml/tachikoma | Defines a standard for serializing neural network inference processes into a graph of operator computational traces. | 33 |
 baro77/zkbasicscs | A concise introduction to Zero-Knowledge Proofs basics | 119 |
 zkonduit/ezkl | An engine for doing inference on deep learning models and computational graphs in a ZKML proof system | 970 |
 juliastats/mlbase.jl | A collection of tools to support the development of machine learning algorithms | 185 |
 nativescript/mlkit | A suite of plugins for machine learning tasks on mobile devices | 24 |
 dask/dask-ml | A Python library for scalable machine learning using Dask alongside popular ML libraries | 907 |