privacy-preserving-machine-learning topic
awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
privacy-preserving-bandits
Privacy-Preserving Bandits (MLSys'20)
tapas
Tricks for Accelerating (encrypted) Prediction As a Service
Federated-Learning-Implementations
This repository contains all the implementation of different papers on Federated Learning
piranha
Piranha: A GPU Platform for Secure Computation
Vid2Doppler
This is the research repository for Vid2Doppler: Synthesizing Doppler Radar Data from Videos for Training Privacy-Preserving Activity Recognition.
Secure-ML
Secure Linear Regression in the Semi-Honest Two-Party Setting.
smpc-analytics
📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.Sc. thesis at the University of Athens, Greece.
Plug-and-Play-Attacks
[ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be Careful What You Smooth For".
ppml-tutorial
Privacy-Preserving Machine Learning (PPML) Tutorial