Alternatives and similar repositories for BackdoorBench

Users that are interested in BackdoorBench are comparing it to the libraries listed below

• THUYimingLi / BackdoorBox
  The open-sourced Python toolbox for backdoor attacks and defenses.
  ☆550Updated 2 months ago
• zihao-ai / Awesome-Backdoor-in-Deep-Learning
  A curated list of papers & resources on backdoor attacks and defenses in deep learning.
  ☆205Updated last year
• penghui-yang / awesome-data-poisoning-and-backdoor-attacks
  A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
  ☆260Updated 4 months ago
• VinAIResearch / Warping-based_Backdoor_Attack-release
  WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)
  ☆124Updated 6 months ago
• ain-soph / trojanzoo
  TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…
  ☆290Updated 9 months ago
• verazuo / badnets-pytorch
  Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
  ☆174Updated 2 years ago
• UMBCvision / Hidden-Trigger-Backdoor-Attacks
  Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"
  ☆127Updated last year
• yuezunli / ISSBA
  Invisible Backdoor Attack with Sample-Specific Triggers
  ☆94Updated 2 years ago
• THUYimingLi / backdoor-learning-resources
  A list of backdoor learning resources
  ☆1,107Updated 10 months ago
• xandery-geek / BackdoorAttacks
  A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...
  ☆19Updated 5 months ago
• bboylyg / NAD
  This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…
  ☆122Updated 3 years ago
• WangLab2021 / AI-Security
  ☆12Updated 11 months ago
• HongshengHu / membership-inference-machine-learning-literature
  ☆332Updated 3 months ago
• Zhou-Zi7 / Awesome-AI-Security-BIG4
  This Github repository summarizes a list of research papers on AI security from the four top academic conferences.
  ☆123Updated 2 weeks ago
• ffhibnese / Model-Inversion-Attack-ToolBox
  A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
  ☆174Updated 2 months ago
• bolunwang / backdoor
  Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…
  ☆288Updated 5 years ago
• ebagdasa / backdoors101
  Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
  ☆362Updated 2 years ago
• ZJUICSR / AIcert
  ☆220Updated last year
• gnipping / Awesome-ML-SP-Papers
  A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…
  ☆268Updated 6 months ago
• SCLBD / BlackboxBench
  ☆107Updated this week
• jhcknzzm / Federated-Learning-Backdoor
  ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341
  ☆73Updated 2 years ago
• Trustworthy-AI-Group / TransferAttack
  TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.
  ☆364Updated 5 months ago
• thunlp / OpenBackdoor
  An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)
  ☆183Updated 2 years ago
• ybdai7 / Chameleon-durable-backdoor
  [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…
  ☆41Updated 5 months ago
• vtu81 / backdoor-toolbox
  A compact toolbox for backdoor attacks and defenses.
  ☆173Updated 10 months ago
• VinAIResearch / input-aware-backdoor-attack-release
  Input-aware Dynamic Backdoor Attack (NeurIPS 2020)
  ☆35Updated 10 months ago
• AI-secure / GMI-Attack
  ☆31Updated 4 years ago
• AI-secure / DBA
  DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)
  ☆192Updated 3 years ago
• sail-research / iba
  IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)
  ☆36Updated last year
• AndrewZhou924 / Awesome-model-inversion-attack
  [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
  ☆176Updated this week