model-inversion-attacks
There are 18 repositories under model-inversion-attacks topic.
Koukyosyumei/AIJack
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
EnnengYang/Awesome-Forgetting-in-Deep-Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.
ffhibnese/Model-Inversion-Attack-ToolBox
A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
AndrewZhou924/Awesome-model-inversion-attack
A curated list of resources for model inversion attack (MIA).
liuyugeng/ML-Doctor
Code for ML Doctor
yashkant/model-inversion-attack
Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures (Fredrikson Et al.)
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 Careful What You Smooth For".
sutd-visual-computing-group/Re-thinking_MI
[CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks
tmlr-group/MC-GRA
[ICML 2023] "On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation"
Koukyosyumei/Attack_SplitNN
reveal the vulnerabilities of SplitNN
zhangzp9970/MIA
Unofficial pytorch implementation of paper: Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures
AndrewZhou924/MC-GRA
[ICML 2023] On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation
AlanPeng0897/Defend_MI
Bilateral Dependency Optimization: Defending Against Model-inversion Attacks
TTitcombe/Model-Inversion-SplitNN
Research into model inversion on SplitNN
qwqoro/ML-Talk
📄 [Talk] OFFZONE 2022 / ODS Data Halloween 2022: Black-box attacks on ML models + with use of open-source tools
katekemu/model_inversion_defense
Implementation of "An Approximate Memory based Defense against Model Inversion Attacks to Neural Networks" and "MIDAS: Model Inversion Defenses Using an Approximate Memory System"
ngoc-nguyen-0/Re_thinking_MI
[CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks
Alvov1/Model-Inversion-Attack-with-GAN
Implementation of the model inversion attack on the Gated-Recurrent-Unit neural network