git-disl / Lisa
This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)
☆15Updated 4 months ago
Alternatives and similar repositories for Lisa:
Users that are interested in Lisa are comparing it to the libraries listed below
- This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…☆13Updated 3 weeks ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆33Updated 2 months ago
- ☆19Updated 6 months ago
- A survey on harmful fine-tuning attack for large language model☆129Updated 2 weeks ago
- Official Code for Paper: Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆68Updated 3 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆65Updated 6 months ago
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆20Updated last year
- ☆45Updated 6 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆62Updated 3 months ago
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆37Updated 7 months ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆17Updated 3 months ago
- ☆26Updated 3 months ago
- [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks☆13Updated 11 months ago
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆13Updated 10 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆65Updated 4 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆53Updated 2 weeks ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆46Updated 9 months ago
- ☆15Updated last month
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆88Updated 8 months ago
- Code to replicate the Representation Noising paper and tools for evaluating defences against harmful fine-tuning☆16Updated last month
- ☆40Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆39Updated 3 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆53Updated 4 months ago
- Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"☆22Updated last month
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆83Updated 4 months ago
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆34Updated 3 months ago
- ☆36Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆22Updated 2 weeks ago
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆18Updated 6 months ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆48Updated 5 months ago