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.
  ☆42Updated 11 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…
  ☆21Updated 9 months ago
• AlanPeng0897 / Defend_MI
  [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"
  ☆23Updated 2 months ago
• WangLab2021 / AI-Security
  ☆12Updated 11 months ago
• AI-secure / GMI-Attack
  ☆31Updated 4 years ago
• m-kahla / Label-Only-Model-Inversion-Attacks-via-Boundary-Repulsion
  ☆26Updated 2 years ago
• AndrewZhou924 / Awesome-model-inversion-attack
  [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
  ☆180Updated 3 weeks 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…
  ☆42Updated 10 months ago
• VinAIResearch / Warping-based_Backdoor_Attack-release
  WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)
  ☆123Updated 7 months ago
• 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  A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
  ☆262Updated 5 months ago
• zihao-ai / Awesome-Backdoor-in-Deep-Learning
  A curated list of papers & resources on backdoor attacks and defenses in deep learning.
  ☆210Updated last year
• UMBCvision / Hidden-Trigger-Backdoor-Attacks
  Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"
  ☆127Updated last year
• LetheSec / PLG-MI-Attack
  [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network
  ☆28Updated 8 months ago
• TASI-LAB / Unlearning-inversion-attacks
  This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…
  ☆15Updated last year
• SCccc21 / Knowledge-Enriched-DMI
  ☆44Updated 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…
  ☆41Updated 5 months ago
• JunfengGo / SCALE-UP
  ☆23Updated last year
• SCLBD / BlackboxBench
  ☆107Updated 3 weeks ago
• yuezunli / ISSBA
  Invisible Backdoor Attack with Sample-Specific Triggers
  ☆96Updated 2 years ago
• 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".
  ☆115Updated 2 years ago
• zhmzm / Poisoning_Backdoor-critical_Layers_Attack
  [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"
  ☆38Updated 6 months ago
• verazuo / badnets-pytorch
  Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
  ☆175Updated 2 years ago
• bboylyg / ABL
  Anti-Backdoor learning (NeurIPS 2021)
  ☆81Updated last year
• liuyugeng / baadd
  Code for Backdoor Attacks Against Dataset Distillation
  ☆35Updated 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.
  ☆129Updated last month
• zhmzm / FLAME
  ☆30Updated last year
• shaoshuo-ss / EaaW
  [NDSS 2025] Official code for our paper "Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Wate…
  ☆38Updated 7 months ago
• sutd-visual-computing-group / Re-thinking_MI
  [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks
  ☆39Updated last year
• HaFaZhang / A3FL
  ☆26Updated last year
• sanjaykariyappa / MAZE
  Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".
  ☆30Updated 3 years ago