TigerAB1

Pinned Repositories

• Shuffled-Model-of-Differential-Privacy-in-Federated-Learning

  Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.

  Language:Python162

• federated-meta

  Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"

  Language:Python64539

• Awesome-Differential-Privacy-and-Meachine-Learning

  机器学习和差分隐私的论文笔记和代码仓

  Language:Python2692327

• FL-bench

  Benchmark of federated learning. Dedicated to the community. 🤗

  Language:Python44346068

• Client-DP-FL

  [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging

  Language:Python8111

• FLAME

  Language:Python31158

• PFLlib

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

  Language:Python1.3k11180273

• DP-FedSAM

  This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Learning (2023 CVPR)

  Language:Python33262

TigerAB1's Repositories