6 results found Sort:

tamlhp
awesome-machine-unlearning tamlhp
49
645
mit
12
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
165 commits to main branch, last one 29 days ago
EnnengYang
Awesome-Forgetting-in-Deep-Learning EnnengYang
7
179
unknown
6
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.
forgetting overfitting deep-learning meta-learning model-attacks generative-model machine-learning coreset-selection domain-adaptation continual-learning federated-learning machine-unlearning beneficial-forgetting reinforcement-learning catastrophic-forgetting model-inversion-attacks self-supervised-learning property-inference-attacks membership-inference-attacks data-free-knolwedge-distillation
Created 2023-07-03
89 commits to main branch, last one 5 days ago
OPTML-Group
Unlearn-Saliency OPTML-Group
11
78
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
47 commits to master branch, last one about a month ago
OPTML-Group
Unlearn-Sparse OPTML-Group
7
60
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 3 months ago
jinzhuoran
RWKU jinzhuoran
0
32
unknown
2
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models
benchmark forgetting unlearning privacy-protection adversarial-attacks evaluation-framework large-language-models right-to-be-forgotten membership-inference-attack natural-language-processing
Created 2024-05-28
10 commits to main branch, last one 11 days ago
bjzhb666
GS-LoRA bjzhb666
0
27
mit
3
Continual Forgetting for Pre-trained Vision Models (CVPR 2024)
editing forgetting unlearning casia-webface model-editing face-transformer continual-learning machine-unlearning continual-forgetting
Created 2023-07-15
64 commits to master branch, last one 3 days ago