UA-FedRec

Similar projects

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

• yflyl613/fedrec21

  Attack defense

  A PyTorch implementation of an attack and defense mechanism against Federated Recommendation Systems

• jeremy313/fl-wbc37

  Attack defense

  A defense mechanism against model poisoning attacks in federated learning

• wuch15/fedattack11

  Adversarial attack tool

  An implementation of an adversarial attack method 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.

• 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.

• ksreenivasan/ood_federated_learning66

  Federated Learning vulnerability research

  Researchers investigate vulnerabilities in Federated Learning systems by introducing new backdoor attacks and exploring methods to defend against them.

• 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.

• illidanlab/fedrbn26

  Robustness Sharing

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

• hfzhang31/a3fl23

  Federated Learning Attack

  A framework for attacking federated learning systems with adaptive backdoor attacks

• 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

• zoesgithub/fedreg26

  FL accelerator

  An algorithm to improve convergence rates and protect privacy in Federated Learning by addressing the catastrophic forgetting issue during local training

• eth-sri/bayes-framework-leakage11

  Federated Learning Detector

  Develops and evaluates a framework for detecting attacks on federated learning systems

• fr0gger/yara-unprotect25

  Malware detector

  A collection of Yara rules for detecting malware evasion techniques and malicious activity.

• 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.