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.
#区块链#Optimization for on-chain private machine learning.
Giza agents run provable ML models and act autonomously on Starknet using native Account Abstraction
Scoria AI is a decentralized AI agent framework on blockchain, enabling private, on-device Web3 intelligence for users and enterprises.
To leverage AIGC technology with NFT, marketplace and privacy.
#计算机科学#verifiable and privacy-preserving inference via sparse neural networks by ZK-SNARKs schema (halo2)
Build a decentralized AI infrastructure on Solana, enabling secure on-chain model training and creating a global marketplace for AI inference services.
Blockchain-based multi-agent AI system where agents autonomously collaborate, trade, and evolve via decentralized incentives.
Scoria AI is a decentralized AI agent framework on blockchain, enabling private, on-device Web3 intelligence for users and enterprises.
Build a decentralized AI infrastructure on Solana, enabling secure on-chain model training and creating a global marketplace for AI inference services.
Securing confidential data in database using ZKML based cryptographic approach with auto encoder based encoding
DeepProve is a framework that enables fast verification of neural network inference using zero-knowledge techniques. It supports various model types, proving their correctness efficiently while keepin...
Code for collecting ezkl performance metrics on Zero-Knowledge Proof generation over inference tasks for multiple deep neural network models.
Benchmarking site for zkml frameworks
