git-disl / Booster
This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation" (ICLR2025 Oral).
☆24Updated 3 weeks ago
Alternatives and similar repositories for Booster:
Users that are interested in Booster are comparing it to the libraries listed below
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆19Updated 7 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆42Updated 4 months ago
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆14Updated last week
- ☆21Updated last month
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆87Updated 9 months ago
- An implementation of SEAL: Safety-Enhanced Aligned LLM fine-tuning via bilevel data selection.☆12Updated last month
- This repo is for the safety topic, including attacks, defenses and studies related to reasoning and RL☆15Updated this week
- This is the official code for the paper "Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable".☆14Updated last month
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆74Updated 2 weeks ago
- A survey on harmful fine-tuning attack for large language model☆157Updated last week
- [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks☆13Updated last year
- [NeurIPS 2024] Fight Back Against Jailbreaking via Prompt Adversarial Tuning☆10Updated 5 months ago
- Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety☆37Updated last month
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆23Updated 6 months ago
- ☆20Updated 5 months ago
- ☆54Updated 9 months ago
- ☆19Updated 3 weeks ago
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆38Updated 5 months ago
- Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"☆32Updated last month
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …☆61Updated this week
- An implementation for MLLM oversensitivity evaluation☆13Updated 5 months ago
- ☆45Updated 10 months ago
- ☆34Updated 6 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆72Updated 6 months ago
- Github repo for NeurIPS 2024 paper "Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models"☆14Updated 6 months ago
- Code and dataset for the paper: "Can Editing LLMs Inject Harm?"☆19Updated 5 months ago
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆21Updated 8 months ago
- ☆14Updated 3 months ago
- 🔥🔥🔥Breaking long thought processes of o1-like LLMs, such as DeepSeek-R1, QwQ☆27Updated last month
- ☆28Updated 10 months ago