12 results found Sort:

zjunlp
EasyEdit zjunlp
236
1.9k
mit
26
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
gpt tool llama knowlm llama2 mmedit chatgpt mistral baichuan easyedit safeedit efficient unlearning model-editing trustworthy-ai knowledge-editing open-source-project large-language-models artificial-intelligence natural-language-processing
Created 2023-05-09
1,172 commits to main branch, last one a day 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
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
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
jinzhuoran
RWKU jinzhuoran
4
62
unknown
3
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024
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
13 commits to main branch, last one about a month ago
OPTML-Group
Diffusion-MU-Attack OPTML-Group
3
58
mit
0
The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now". This work introduces one fast and effe...
robustness unlearning stable-diffusion adversarial-attacks evaluation-framework attack-unlearned-diffusion-model
Created 2023-10-17
68 commits to main branch, last one 17 days 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
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
yihuaihong
ConceptVectors yihuaihong
2
29
cc-by-4.0
2
ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"
unlearning interpretability large-language-models natural-language-processing
Created 2024-06-06
105 commits to main 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
OPTML-Group
AdvUnlearn OPTML-Group
1
26
cc-by-4.0
0
Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models". This work adversarially unlearns the text encoder to enhanc...
unlearning stable-diffusion robust-optimization unlearned-diffusion-model adversarial-machine-learning
Created 2024-05-22
30 commits to main branch, last one 17 days ago