SafeAILab / RAIN
[ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning
☆84Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for RAIN
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆71Updated 2 months ago
- Official Code for Paper: Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆59Updated last month
- ☆33Updated last year
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆71Updated 6 months ago
- Röttger et al. (2023): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆63Updated 10 months ago
- ☆38Updated last year
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆48Updated 3 months ago
- ☆49Updated last year
- Official implementation of ICLR'24 paper, "Curiosity-driven Red Teaming for Large Language Models" (https://openreview.net/pdf?id=4KqkizX…☆62Updated 8 months ago
- ☆21Updated last month
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆28Updated 4 months ago
- ☆35Updated 4 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆75Updated last month
- Weak-to-Strong Jailbreaking on Large Language Models☆67Updated 8 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆54Updated 2 weeks ago
- ☆153Updated 11 months ago
- R-Judge: Benchmarking Safety Risk Awareness for LLM Agents (EMNLP Findings 2024)☆61Updated last month
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆45Updated 7 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆99Updated 4 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆39Updated last month
- ☆20Updated 4 months ago
- Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks☆21Updated 4 months ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆75Updated this week
- LLM Unlearning☆125Updated last year
- 【ACL 2024】 SALAD benchmark & MD-Judge☆106Updated last month
- Landing Page for TOFU☆98Updated 5 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆47Updated last month
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆44Updated last month
- Official code for the paper: Evaluating Copyright Takedown Methods for Language Models☆15Updated 4 months ago
- Multilingual safety benchmark for Large Language Models☆24Updated 2 months ago