6 results found Sort:

tamlhp
awesome-machine-unlearning tamlhp
54
755
mit
14
Awesome Machine Unlearning (A Survey of Machine Unlearning)
gdpr forgetting unlearning data-privacy data-removal data-deletion llm-unlearning deep-unlearning feature-injection continual-learning machine-unlearning few-shot-unlearning model-certification federated-unlearning membership-inference right-to-be-forgotten unlearning-verification recommendation-unlearning
Created 2022-07-07
209 commits to main branch, last one 3 months ago
Koukyosyumei
AIJack Koukyosyumei
60
374
apache-2.0
4
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
dbms privacy paillier security k-anonymity deep-learning evasion-attack machine-learning poisoning-attacks federated-learning adversarial-attacks adversarial-examples differential-privacy membership-inference paillier-cryptosystem homomorphic-encryption model-inversion-attacks adversarial-machine-learning
Created 2021-01-16
939 commits to main branch, last one 8 months ago
trailofbits
PrivacyRaven trailofbits
18
192
apache-2.0
31
Privacy Testing for Deep Learning
python privacy deep-learning model-inversion machine-learning model-extraction membership-inference privacy-enhancing-technologies privacy-preserving-machine-learning
Created 2020-05-22
190 commits to master branch, last one about a year ago
iamgroot42
mimir iamgroot42
23
129
mit
3
Python package for measuring memorization in LLMs.
llm-privacy membership-inference
Created 2023-08-31
224 commits to main branch, last one 29 days ago
OPTML-Group
Unlearn-Saliency OPTML-Group
18
107
mit
0
[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, Denn...
diffusion forgetting unlearning data-privacy data-removal data-deletion diffusion-models generative-model machine-unlearning membership-inference membership-inference-attack
Created 2023-10-12
49 commits to master branch, last one about a month ago
OPTML-Group
Unlearn-Sparse OPTML-Group
7
65
mit
2
[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
forgetting unlearning data-privacy data-removal data-deletion machine-unlearning membership-inference membership-inference-attack
Created 2023-02-03
105 commits to public branch, last one 9 months ago