FedRec

Similar projects

Found by comparing what the projects do, not just their names.

• jeremy313/fl-wbc37

  Attack defense

  A defense mechanism against model poisoning attacks in federated learning

• yjw1029/ua-fedrec19

  News recommender attack vulnerability

  An implementation of a federated news recommendation system vulnerable to untargeted attacks

• deu30303/feddefender10

  Federated Learning System

  A PyTorch implementation of an attack-tolerant federated learning system to train robust local models against malicious attacks from adversaries.

• jonasgeiping/breaching274

  Federated Breach Analysis

  A PyTorch framework for analyzing vulnerabilities in federated learning models and predicting data breaches

• ai-secure/fedgame6

  Federated Defense Library

  An implementation of a game-theoretic defense against backdoor attacks in federated learning.

• jeremy313/soteria55

  Federated Learning Defense

  An implementation of a defense against model inversion attacks in federated learning

• ai-secure/dba179

  Federated attack generator

  A tool for demonstrating and analyzing attacks on federated learning systems by introducing backdoors into distributed machine learning models.

• illidanlab/fedrbn26

  Robustness Sharing

  An implementation of Federated Robustness Propagation in PyTorch to share robustness across heterogeneous federated learning users.

• git-disl/lockdown18

  Federated learning defense system

  A backdoor defense system for federated learning, designed to protect against data poisoning attacks by isolating subspace training and aggregating models with robust consensus fusion.

• hfzhang31/a3fl23

  Federated Learning Attack

  A framework for attacking federated learning systems with adaptive backdoor attacks

• utkuozbulak/pytorch-cnn-adversarial-attacks354

  Adversarial attacks library

  PyTorch implementation of various Convolutional Neural Network adversarial attack techniques

• jhayes14/adversarial-patch208

  Image defender

  A PyTorch implementation of an adversarial patch system to defend against image attacks

• dcalab-unipv/turning-privacy-preserving-mechanisms-against-federated-learning8

  Federated Learning Attack

  This project presents an attack on federated learning systems to compromise their privacy-preserving mechanisms.

• wizard1203/vhl40

  FL defense tool

  A toolkit for federated learning with a focus on defending against data heterogeneity

• inspire-group/modelpoisoning146

  Model Poisoning Attack Library

  An implementation of model poisoning attacks in federated learning