14 results found Sort:

jjbrophy47
machine_unlearning jjbrophy47
96
785
unknown
26
Existing Literature about Machine Unlearning
data-removal data-deletion machine-unlearning
Created 2020-09-11
233 commits to master branch, last one 11 days ago
tamlhp
awesome-machine-unlearning tamlhp
51
734
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 2 months ago
MinghuiChen43
awesome-trustworthy-deep-learning MinghuiChen43
34
345
mit
13
A curated list of trustworthy deep learning papers. Daily updating...
privacy backdoor fairness green-ai security causality ownership poisoning robustness uncertainty ai-alignment watermarking deep-learning hallucinations gradient-leakage machine-unlearning interpretable-deep-learning membership-inference-attack adversarial-machine-learning out-of-distribution-generalization
Created 2020-07-19
636 commits to master branch, last one a day ago
EnnengYang
Awesome-Forgetting-in-Deep-Learning EnnengYang
10
235
unknown
8
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.
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
125 commits to main branch, last one 11 days ago
chrisliu298
awesome-llm-unlearning chrisliu298
12
218
apache-2.0
6
A resource repository for machine unlearning in large language models
llm awesome alignment unlearning llm-unlearning machine-unlearning large-language-model
Created 2024-03-27
97 commits to main branch, last one 6 days ago
OPTML-Group
Unlearn-Saliency OPTML-Group
15
101
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 16 days ago
abbottyanginchina
Awesome-Federated-Unlearning abbottyanginchina
5
81
unknown
1
Awesome Federated Unlearning (FU) Papers (Continually Update)
federated-learning machine-unlearning federated-unlearning
Created 2023-09-27
39 commits to main branch, last one 7 months ago
OPTML-Group
Unlearn-Sparse OPTML-Group
7
63
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 8 months ago
yaojin17
Unlearning_LLM yaojin17
2
47
mit
3
[ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"
llm unlearning data-privacy llm-unlearning machine-unlearning copyright-protection
Created 2024-02-26
11 commits to main branch, last one 6 months ago
MinChen00
UnlearningLeaks MinChen00
5
46
gpl-3.0
4
Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)
machine-learning machine-unlearning membership-inference-attack
Created 2021-09-13
4 commits to main branch, last one 2 years ago
MinChen00
Graph-Unlearning MinChen00
9
40
unknown
1
Official implementation of "Graph Unlearning" (ACM CCS 2022)
gdpr machine-unlearning machine-learning-privacy
Created 2022-05-05
7 commits to main branch, last one about a year ago
mims-harvard
GNNDelete mims-harvard
10
39
mit
7
General Strategy for Unlearning in Graph Neural Networks
graph-learning knowledge-graph machine-unlearning graph-neural-networks geometric-deep-learning representation-learning
Created 2023-02-20
30 commits to main branch, last one about a year ago
bjzhb666
GS-LoRA bjzhb666
2
39
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
65 commits to master branch, last one about a month ago
KID-22
LLM-Unlearning-Paper-List KID-22
5
28
unknown
2
This repository has no description...
llm chatgpt unlearning llm-unlearning machine-unlearning
Created 2023-10-18
31 commits to main branch, last one 5 months ago