SafeAILab / RAIN
[ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning
☆88Updated 8 months ago
Alternatives and similar repositories for RAIN:
Users that are interested in RAIN are comparing it to the libraries listed below
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆65Updated 6 months ago
- Official implementation of ICLR'24 paper, "Curiosity-driven Red Teaming for Large Language Models" (https://openreview.net/pdf?id=4KqkizX…☆67Updated 10 months ago
- Official Code for Paper: Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆68Updated 3 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆53Updated 2 weeks ago
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆83Updated 4 months ago
- Röttger et al. (2023): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆79Updated last year
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆76Updated 8 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆113Updated 6 months ago
- ☆40Updated last year
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆33Updated 2 months ago
- ☆70Updated last week
- ☆26Updated 3 months ago
- Weak-to-Strong Jailbreaking on Large Language Models☆72Updated 11 months ago
- ☆36Updated last year
- ☆45Updated 6 months ago
- Official code for the paper: Evaluating Copyright Takedown Methods for Language Models☆17Updated 6 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
- ☆52Updated last year
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago
- [SafeGenAi @ NeurIPS 2024] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates☆68Updated 3 months ago
- 【ACL 2024】 SALAD benchmark & MD-Judge☆119Updated last month
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆41Updated 5 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆65Updated 4 months ago
- ☆21Updated 7 months ago
- [ICLR 2024]Data for "Multilingual Jailbreak Challenges in Large Language Models"☆65Updated 10 months ago
- Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks☆22Updated 6 months ago
- [NeurIPS 2024] Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling☆23Updated 2 months ago
- ☆161Updated last year
- R-Judge: Benchmarking Safety Risk Awareness for LLM Agents (EMNLP Findings 2024)☆65Updated 3 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆62Updated 2 months ago