tensorflow/privacy

Training PyTorch models with differential privacy

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

Google's differential privacy libraries.

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

An open-source framework for machine learning and other computations on decentralized data.

Models and examples built with TensorFlow

Perform data science on data that remains in someone else's server

Model analysis tools for TensorFlow

Probabilistic reasoning and statistical analysis in TensorFlow