Alternatives and similar repositories for backdoor-ai-resources:

Users that are interested in backdoor-ai-resources are comparing it to the libraries listed below

• sail-research / iba
  IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)
  ☆36Updated last year
• KaiyuanZh / FLIP
  [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
  ☆55Updated 4 months ago
• ybdai7 / Chameleon-durable-backdoor
  [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…
  ☆40Updated 3 months ago
• HaFaZhang / A3FL
  ☆27Updated last year
• jhcknzzm / Federated-Learning-Backdoor
  ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341
  ☆73Updated 2 years ago
• zhmzm / FLAME
  ☆29Updated last year
• liuyugeng / ML-Doctor
  Code for ML Doctor
  ☆87Updated 8 months ago
• Guncuke / flame-Taming-backdoor
  ☆23Updated last year
• haoyangliASTAPLE / 3DFed
  ☆51Updated last year
• ybdai7 / Backdoor-indicator-defense
  [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…
  ☆35Updated 7 months ago
• zhmzm / Poisoning_Backdoor-critical_Layers_Attack
  [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"
  ☆33Updated 4 months ago
• mtuann / fedlearn-backdoor-attacks
  Fast integration of backdoor attacks in machine learning and federated learning.
  ☆52Updated last year
• git-disl / Lockdown
  A backdoor defense for federated learning via isolated subspace training (NeurIPS2023)
  ☆22Updated last year
• Unispac / Subnet-Replacement-Attack
  Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.
  ☆26Updated 2 years ago
• RU-System-Software-and-Security / BppAttack
  ☆19Updated 2 years ago
• blingcho / VFLIP-esorics24
  ☆14Updated 10 months ago
• ksreenivasan / OOD_Federated_Learning
  ☆68Updated 2 years ago
• xtLyu / CerP
  ☆15Updated 10 months ago
• jinghuichen / Focused-Flip-Federated-Backdoor-Attack
  Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning
  ☆37Updated 2 years ago
• TinfoilHat0 / Defending-Against-Backdoors-with-Robust-Learning-Rate
  The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".
  ☆33Updated 2 years ago
• xandery-geek / BackdoorAttacks
  A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...
  ☆19Updated 4 months ago
• liuyugeng / baadd
  Code for Backdoor Attacks Against Dataset Distillation
  ☆34Updated 2 years ago
• 13thDayOfLunarMay / TECB-attack
  The implementatioin code of paper: “A Practical Clean-Label Backdoor Attack with Limited Information in Vertical Federated Learning”
  ☆11Updated last year
• Gwinhen / BackdoorVault
  A toolbox for backdoor attacks.
  ☆21Updated 2 years ago
• MiracleHH / CBA
  Composite Backdoor Attacks Against Large Language Models
  ☆13Updated last year
• AdelaideAuto-IDLab / Februus
  Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems
  ☆27Updated 4 years ago
• Eyr3 / FLTracer
  FLTracer: Accurate Poisoning Attack Provenance in Federated Learning
  ☆21Updated 10 months ago
• Mr-Ace-1997 / Backdoor-Attack-Against-Split-Neural-Network-Based-Vertical-Federated-Learning
  The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"
  ☆19Updated last year
• naiyeleo / ABS
  ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation
  ☆50Updated 2 years ago
• tonggege001 / MyNeuralCleanse
  复现了下Neural Cleanse这篇论文，真的是简单而有效，发在了okaland
  ☆30Updated 3 years ago