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.
  ☆51Updated last year
• zihao-ai / Awesome-Backdoor-in-Deep-Learning
  A curated list of papers & resources on backdoor attacks and defenses in deep learning.
  ☆234Updated 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  A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
  ☆286Updated last year
• AlanPeng0897 / Defend_MI
  [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"
  ☆24Updated 4 months ago
• AndrewZhou924 / Awesome-model-inversion-attack
  [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
  ☆213Updated 8 months ago
• SCLBD / BackdoorBench
  ☆580Updated 7 months ago
• 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…
  ☆46Updated 6 months ago
• VinAIResearch / Warping-based_Backdoor_Attack-release
  WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)
  ☆133Updated last year
• SCLBD / BlackboxBench
  ☆128Updated 4 months ago
• yuezunli / ISSBA
  Invisible Backdoor Attack with Sample-Specific Triggers
  ☆105Updated 3 years 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…
  ☆24Updated last year
• Trustworthy-AI-Group / Adversarial_Examples_Papers
  A list of recent papers about adversarial learning
  ☆300Updated last week
• sutd-visual-computing-group / Re-thinking_MI
  [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks
  ☆43Updated 2 years ago
• SCccc21 / Knowledge-Enriched-DMI
  ☆45Updated 2 years ago
• m-kahla / Label-Only-Model-Inversion-Attacks-via-Boundary-Repulsion
  ☆27Updated 3 years ago
• AntigoneRandy / SIREN
  Official Implementation for "Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models" (IE…
  ☆27Updated 10 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.
  ☆175Updated 8 months ago
• bboylyg / ABL
  Anti-Backdoor learning (NeurIPS 2021)
  ☆83Updated 2 years ago
• LetheSec / PLG-MI-Attack
  [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network
  ☆30Updated last year
• IBM / BadDiffusion
  Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023
  ☆96Updated 4 months 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
  ☆33Updated 4 years ago
• AI-secure / GMI-Attack
  ☆32Updated 4 years ago
• UMBCvision / Hidden-Trigger-Backdoor-Attacks
  Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"
  ☆133Updated 2 years ago
• sanjaykariyappa / MAZE
  Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".
  ☆31Updated 4 years ago
• verazuo / badnets-pytorch
  Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
  ☆193Updated 3 years ago
• HongshengHu / membership-inference-machine-learning-literature
  ☆369Updated last month
• dnn-security / Watermark-Robustness-Toolbox
  The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".
  ☆117Updated 2 years ago
• CGCL-codes / TeCo
  [CVPR 2023] The official implementation of our CVPR 2023 paper "Detecting Backdoors During the Inference Stage Based on Corruption Robust…
  ☆24Updated 2 years ago
• WUSTL-CSPL / RIATIG
  ☆28Updated 2 years ago
• jinyuan-jia / BadEncoder
  ☆83Updated 4 years ago