Projects in Awesome Lists tagged with model-inversion-attacks

https://github.com/Koukyosyumei/AIJack

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

adversarial-attacks adversarial-examples adversarial-machine-learning dbms deep-learning differential-privacy evasion-attack federated-learning homomorphic-encryption k-anonymity machine-learning membership-inference model-inversion-attacks paillier paillier-cryptosystem poisoning-attacks privacy security

Last synced: 14 Jun 2025

https://github.com/koukyosyumei/aijack

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

adversarial-attacks adversarial-examples adversarial-machine-learning dbms deep-learning differential-privacy evasion-attack federated-learning homomorphic-encryption k-anonymity machine-learning membership-inference model-inversion-attacks paillier paillier-cryptosystem poisoning-attacks privacy security

Last synced: 04 Apr 2025

https://github.com/ffhibnese/Model-Inversion-Attack-ToolBox

A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.

benchmarks machine-learning model-inversion model-inversion-attacks privacy toolbox trustworthy-ai

Last synced: 18 Apr 2025

https://github.com/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.)

model-inversion-attacks tensorflow

Last synced: 11 Oct 2025

https://github.com/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".

face-recognition machine-learning model-inversion model-inversion-attacks privacy-attacks privacy-preserving-machine-learning stylegan2