git-disl / awesome_LLM-harmful-fine-tuning-papers
A survey on harmful fine-tuning attack for large language model
☆135Updated this week
Alternatives and similar repositories for awesome_LLM-harmful-fine-tuning-papers:
Users that are interested in awesome_LLM-harmful-fine-tuning-papers are comparing it to the libraries listed below
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆35Updated 3 months ago
- Accepted by ECCV 2024☆97Updated 4 months ago
- ☆41Updated 8 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆69Updated 4 months ago
- ☆45Updated 7 months ago
- This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…☆15Updated last month
- ☆74Updated 2 weeks ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆71Updated 7 months ago
- ☆20Updated 7 months ago
- Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety☆29Updated last month
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆84Updated 5 months ago
- LLM Unlearning☆140Updated last year
- This is the code repository for "Uncovering Safety Risks of Large Language Models through Concept Activation Vector"☆25Updated 3 months ago
- [ACL 2024] Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization☆19Updated 7 months ago
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆36Updated 3 months ago
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆22Updated last year
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆18Updated 4 months ago
- ☆28Updated 8 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆60Updated 4 months ago
- ☆22Updated 10 months ago
- ☆14Updated 5 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆56Updated last month
- [ACL2024-Main] Data and Code for WaterBench: Towards Holistic Evaluation of LLM Watermarks☆22Updated last year
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆52Updated 4 months ago
- Landing Page for TOFU☆115Updated last week
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆43Updated 7 months ago
- "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning" by Chongyu Fan*, Jiancheng Liu*, Licong Lin*, Jingh…☆21Updated last month
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆87Updated 6 months ago