chrisliu298 / awesome-llm-unlearning
A resource repository for machine unlearning in large language models
☆372Updated 3 weeks ago
Alternatives and similar repositories for awesome-llm-unlearning:
Users that are interested in awesome-llm-unlearning are comparing it to the libraries listed below
- A one-stop repository for large language model (LLM) unlearning. Supports TOFU, MUSE and is an easily extensible framework for new datase…☆218Updated last week
- ☆129Updated 3 weeks ago
- A survey on harmful fine-tuning attack for large language model☆159Updated last week
- LLM Unlearning☆153Updated last year
- UP-TO-DATE LLM Watermark paper. 🔥🔥🔥☆337Updated 4 months ago
- The lastest paper about detection of LLM-generated text and code☆258Updated 3 months ago
- ☆57Updated 9 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆151Updated 11 months ago
- A resource repository for representation engineering in large language models☆119Updated 5 months ago
- Python package for measuring memorization in LLMs.☆151Updated 5 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆223Updated last month
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆58Updated 6 months ago
- Accepted by IJCAI-24 Survey Track☆200Updated 8 months ago
- Accepted by ECCV 2024☆123Updated 6 months ago
- ☆28Updated 10 months ago
- LLM hallucination paper list☆314Updated last year
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆129Updated 9 months ago
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆86Updated 11 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆76Updated 3 weeks ago
- ☆131Updated last year
- A toolkit to assess data privacy in LLMs (under development)☆57Updated 3 months ago
- ☆55Updated 2 months ago
- Papers and resources related to the security and privacy of LLMs 🤖☆496Updated 4 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆89Updated 9 months ago
- "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning" by Chongyu Fan*, Jiancheng Liu*, Licong Lin*, Jingh…☆24Updated last month
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆90Updated 7 months ago
- Improving Alignment and Robustness with Circuit Breakers☆196Updated 7 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆94Updated 8 months ago
- 😎 up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.☆271Updated 2 weeks ago
- [NAACL 25 Demo] TrustEval: A modular and extensible toolkit for comprehensive trust evaluation of generative foundation models (GenFMs)☆97Updated 2 weeks ago