privacy-preserving-machine-learning topic

An open framework for Federated Learning.

securefederatedai

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

innovation-cat

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

EthicalML

Privacy Testing for Deep Learning

trailofbits

A Privacy-Preserving Framework Based on TensorFlow

LatticeX-Foundation

Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

microsoft

Implementation of protocols in SecureNN.

snwagh

Training PyTorch models with differential privacy

pytorch

Full stack service enabling decentralized machine learning on private data

DiscreetAI

Implementation of protocols in Falcon

snwagh