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62

813

mit

15

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

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

awesome-llm-unlearning chrisliu298

19

368

apache-2.0

9

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

116 commits to main branch, last one 16 days ago

open-unlearning locuslab

47

207

mit

5

A one-stop repository for large language model (LLM) unlearning. Supports TOFU, MUSE and is an easily extensible framework for new datasets, evaluations, methods, and other benchmarks.

llms benchmarks unlearning llm-privacy open-source llm-unlearning privacy-protection membership-inference right-to-be-forgotten llm-evaluation-metrics membership-inference-attacks

Created 2024-01-10

61 commits to main branch, last one 6 days ago

Unlearning_LLM yaojin17

4

57

mit

2

[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 11 months 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 10 months ago

llm-unlearn-eco chrisliu298

0

27

unknown

3

[NeurIPS 2024] Large Language Model Unlearning via Embedding-Corrupted Prompts

alignment unlearning llm-unlearning machine-unlearning large-language-models

Created 2024-06-28

6 commits to main branch, last one 6 months ago