differential-privacy topic

Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/1610.05755)

kamathhrishi

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

innovation-cat

Privacy-preserving generative deep neural networks support clinical data sharing

greenelab

Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.

Jamie-Cui

Fit interpretable models. Explain blackbox machine learning.

interpretml

We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

TsingZ0

The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy

OpenMined

A unified framework for privacy-preserving data analysis and machine learning

secretflow

Simulate a federated setting and run differentially private federated learning.

SAP-samples

Privacy Engineering Collaboration Space

usnistgov