Unispac / shallow-vs-deep-alignment
Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep
☆44Updated 5 months ago
Alternatives and similar repositories for shallow-vs-deep-alignment:
Users that are interested in shallow-vs-deep-alignment are comparing it to the libraries listed below
- ☆23Updated 2 months ago
- Official Code for Paper: Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆62Updated 2 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆58Updated last month
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆47Updated 3 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆72Updated last year
- ☆49Updated last year
- ☆18Updated 5 months ago
- ☆39Updated last year
- [Arxiv 2024] Adversarial attacks on multimodal agents☆44Updated 5 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆48Updated 2 months ago
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆34Updated 5 months ago
- The official code of the paper "A Closer Look at Machine Unlearning for Large Language Models".☆18Updated last week
- Official implementation of ICLR'24 paper, "Curiosity-driven Red Teaming for Large Language Models" (https://openreview.net/pdf?id=4KqkizX…☆66Updated 9 months ago
- ☆21Updated 5 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆85Updated 6 months ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆14Updated 2 months ago
- ☆40Updated 5 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆26Updated last month
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆36Updated last month
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆78Updated 3 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆52Updated 4 months ago
- [ATTRIB @ NeurIPS 2024 Oral] When Attention Sink Emerges in Language Models: An Empirical View☆36Updated 2 months ago
- ☆24Updated 6 months ago
- [NeurIPS 2024] Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling☆20Updated last month
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆14Updated 4 months ago
- ☆47Updated 11 months ago
- [ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang☆15Updated last year
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆19Updated last year
- Landing Page for TOFU☆103Updated 6 months ago
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆30Updated last month