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EasyEdit zjunlp

242

2.0k

mit

24

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

Created 2023-05-09

1,214 commits to main branch, last one a day ago

awesome-machine-unlearning tamlhp

55

762

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

awesome-llm-unlearning chrisliu298

14

260

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

103 commits to main branch, last one 15 days ago

Unlearn-Saliency OPTML-Group

19

108

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

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

RWKU jinzhuoran

5

63

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 3 months ago

Diffusion-MU-Attack OPTML-Group

3

60

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 about a month ago

Unlearning_LLM yaojin17

4

50

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 7 months ago

GS-LoRA bjzhb666

2

42

mit

4

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 3 months ago

ConceptVectors yihuaihong

3

32

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 2 months ago

AdvUnlearn OPTML-Group

1

31

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 about a month ago

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 6 months ago

Machine-Unlearning-Comparator gnueaj

2

26

unknown

1

A Visual Analytics System for Comparative Evaluation of Machine Unlearning Methods

xai unlearning visualization explainable-ai machine-unlearning

Created 2024-06-27

936 commits to main branch, last one 4 days ago

KnowUnDo zjunlp

1

25

mit

5

[EMNLP 2024 Findings] To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models

dataset memflex knowundo benchmark unlearning localization model-editing knowledge-editing knowledge-unlearning large-language-models artificial-intelligence natural-language-processing

Created 2024-06-18

22 commits to main branch, last one about a month ago