Stars
A complete computer science study plan to become a software engineer.
Threshold Paillier implementation in Go, based on "A generalization of Paillier’s public-key system with applicationsto electronic voting" paper.
[MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning
(CVPR 2024) Communication-Efficient Federated Learning with Accelerated Client Gradient
The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".
A secure aggregation system for private federated learning
An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawitz et. al)" in Python.
personal implementation of secure aggregation protocol
An experimental platform for federated learning.
Handy PyTorch implementation of Federated Learning (for your painless research)
The official code of ACM CCS 2023 paper "martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture".
PyTorch implementation of UNet++ (Nested U-Net).