Alternatives and similar repositories for awesome-data-poisoning-and-backdoor-attacks

Users that are interested in awesome-data-poisoning-and-backdoor-attacks are comparing it to the libraries listed below

• zihao-ai / Awesome-Backdoor-in-Deep-Learning
  A curated list of papers & resources on backdoor attacks and defenses in deep learning.
  ☆216Updated last year
• SCLBD / BackdoorBench
  ☆524Updated last month
• THUYimingLi / BackdoorBox
  The open-sourced Python toolbox for backdoor attacks and defenses.
  ☆574Updated last month
• ain-soph / trojanzoo
  TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…
  ☆292Updated 11 months ago
• VinAIResearch / Warping-based_Backdoor_Attack-release
  WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)
  ☆127Updated 8 months ago
• verazuo / badnets-pytorch
  Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
  ☆179Updated 2 years 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.
  ☆140Updated 2 months ago
• 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…
  ☆280Updated 8 months ago
• AndrewZhou924 / Awesome-model-inversion-attack
  [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
  ☆184Updated 2 months ago
• yuezunli / ISSBA
  Invisible Backdoor Attack with Sample-Specific Triggers
  ☆97Updated 3 years ago
• HongshengHu / membership-inference-machine-learning-literature
  ☆342Updated last month
• ffhibnese / Model-Inversion-Attack-ToolBox
  A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
  ☆182Updated 4 months ago
• UMBCvision / Hidden-Trigger-Backdoor-Attacks
  Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"
  ☆128Updated last year
• bboylyg / ABL
  Anti-Backdoor learning (NeurIPS 2021)
  ☆82Updated 2 years ago
• Trustworthy-AI-Group / Adversarial_Examples_Papers
  A list of recent papers about adversarial learning
  ☆192Updated this week
• lvpeizhuo / Data-free_Backdoor
  This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).
  ☆31Updated last year
• 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 4 years ago
• xandery-geek / BackdoorAttacks
  A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...
  ☆20Updated 7 months ago
• Unispac / Subnet-Replacement-Attack
  Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.
  ☆26Updated last month
• mtuann / backdoor-ai-resources
  Backdoor Stuff in AI/ ML domain
  ☆27Updated last week
• thunlp / OpenBackdoor
  An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)
  ☆185Updated 2 years ago
• Gwinhen / BackdoorVault
  A toolbox for backdoor attacks.
  ☆22Updated 2 years ago
• alewarne / MachineUnlearning
  Code related to the paper "Machine Unlearning of Features and Labels"
  ☆71Updated last year
• ZJUICSR / AIcert
  ☆223Updated last year
• zhangrui4041 / Instruction_Backdoor_Attack
  ☆25Updated 11 months ago
• wanghangpsu / MM-BD
  The implementation of the IEEE S&P 2024 paper MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Us…
  ☆13Updated last year
• vtu81 / backdoor-toolbox
  A compact toolbox for backdoor attacks and defenses.
  ☆175Updated last year
• ybdai7 / Chameleon-durable-backdoor
  [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…
  ☆42Updated 7 months ago
• MiracleHH / CBA
  Composite Backdoor Attacks Against Large Language Models
  ☆16Updated last year
• WangLab2021 / AI-Security
  ☆12Updated last year