Alternatives and similar repositories for Model-Inversion-Attack-ToolBox

Users that are interested in Model-Inversion-Attack-ToolBox are comparing it to the libraries listed below

• ffhibnese / GIFD_Gradient_Inversion_Attack
  [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.
  ☆45Updated last year
• zihao-ai / Awesome-Backdoor-in-Deep-Learning
  A curated list of papers & resources on backdoor attacks and defenses in deep learning.
  ☆221Updated 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  A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
  ☆269Updated 8 months ago
• AlanPeng0897 / Defend_MI
  [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"
  ☆24Updated 3 weeks ago
• AndrewZhou924 / Awesome-model-inversion-attack
  [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
  ☆202Updated 4 months ago
• SCLBD / BackdoorBench
  ☆543Updated 3 months ago
• final-solution / IF-GMI
  [ECCV-2024 oral] Source code for our paper "A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion At…
  ☆23Updated last year
• VinAIResearch / Warping-based_Backdoor_Attack-release
  WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)
  ☆129Updated 10 months ago
• sutd-visual-computing-group / Re-thinking_MI
  [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks
  ☆41Updated last year
• LukasStruppek / Plug-and-Play-Attacks
  [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…
  ☆45Updated 2 months ago
• SCLBD / BlackboxBench
  ☆116Updated last week
• HongshengHu / membership-inference-machine-learning-literature
  ☆355Updated 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.
  ☆149Updated 4 months ago
• m-kahla / Label-Only-Model-Inversion-Attacks-via-Boundary-Repulsion
  ☆27Updated 3 years ago
• Trustworthy-AI-Group / Adversarial_Examples_Papers
  A list of recent papers about adversarial learning
  ☆216Updated last week
• SCccc21 / Knowledge-Enriched-DMI
  ☆45Updated 2 years ago
• yuezunli / ISSBA
  Invisible Backdoor Attack with Sample-Specific Triggers
  ☆100Updated 3 years ago
• jinhaoduan / SecMI
  [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?
  ☆41Updated last year
• wanlunsec / Beatrix
  ☆25Updated 2 years ago
• UMBCvision / Hidden-Trigger-Backdoor-Attacks
  Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"
  ☆130Updated last year
• linweiii / BackdoorDM
  BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model
  ☆16Updated 2 months ago
• liuyugeng / baadd
  Code for Backdoor Attacks Against Dataset Distillation
  ☆35Updated 2 years ago
• AI-secure / GMI-Attack
  ☆32Updated 4 years ago
• verazuo / badnets-pytorch
  Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
  ☆185Updated 3 years ago
• HaFaZhang / A3FL
  ☆27Updated last year
• zhuohangli / GGL
  A pytorch implementation of the paper "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage".
  ☆59Updated 2 years ago
• bboylyg / ABL
  Anti-Backdoor learning (NeurIPS 2021)
  ☆84Updated 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
  ☆31Updated 4 years ago
• reds-lab / CLIP-MIA
  This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…
  ☆24Updated 2 years ago
• MiracleHH / CBA
  Composite Backdoor Attacks Against Large Language Models
  ☆18Updated last year