membership-inference

There are 0 repository under membership-inference topic.

tamlhp / awesome-machine-unlearning
Awesome Machine Unlearning (A Survey of Machine Unlearning)
continual-learning data-deletion data-privacy data-removal deep-unlearning feature-injection federated-unlearning few-shot-unlearning forgetting gdpr llm-unlearning machine-unlearning membership-inference model-certification recommendation-unlearning right-to-be-forgotten unlearning unlearning-verification
Language:Jupyter Notebook 609
AIJack
Koukyosyumei / AIJack
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
security machine-learning adversarial-attacks adversarial-examples adversarial-machine-learning membership-inference model-inversion-attacks evasion-attack poisoning-attacks privacy deep-learning homomorphic-encryption differential-privacy paillier paillier-cryptosystem federated-learning k-anonymity dbms
Language:C++ 333
PrivacyRaven
trailofbits / PrivacyRaven
Privacy Testing for Deep Learning
machine-learning deep-learning python privacy privacy-preserving-machine-learning privacy-enhancing-technologies membership-inference model-extraction model-inversion
Language:Python 178
OPTML-Group / Unlearn-Saliency
[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu
unlearning machine-unlearning data-removal diffusion diffusion-models forgetting generative-model data-deletion data-privacy membership-inference membership-inference-attack
Language:Python 71
iamgroot42 / mimir
Python package for measuring memorization in LLMs.
llm-privacy membership-inference
Language:Jupyter Notebook 65
OPTML-Group / Unlearn-Sparse
[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu
data-privacy machine-unlearning data-deletion data-removal forgetting membership-inference membership-inference-attack unlearning
Language:Python 52
Koukyosyumei / Attack_SplitNN
reveal the vulnerabilities of SplitNN
splitnn split-learning model-inversion membership-inference-attack model-inversion-attacks membership-inference privacy security-vulnerability attack-splitnn leakage paper attack notebook
Language:Python 28
gongzhimin / Copyright-Protection-Studies-in-Deep-Learning
A repository about literature of copyright protection in deep learning.
adversarial-attacks backdoor-attacks deep-learning membership-inference ownership-verification copyright-protection
3