paul-rottger / exaggerated-safety
Röttger et al. (2023): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"
☆77Updated last year
Alternatives and similar repositories for exaggerated-safety:
Users that are interested in exaggerated-safety are comparing it to the libraries listed below
- ☆51Updated last year
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆75Updated 8 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆61Updated 2 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆88Updated 7 months ago
- AI Logging for Interpretability and Explainability🔬☆97Updated 7 months ago
- Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment☆88Updated 10 months ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆85Updated last year
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆83Updated 4 months ago
- ☆39Updated last year
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆82Updated 7 months ago
- Official Code for Paper: Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆65Updated 3 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆51Updated 2 months ago
- Official code for the paper: Evaluating Copyright Takedown Methods for Language Models☆16Updated 6 months ago
- Improving Alignment and Robustness with Circuit Breakers☆174Updated 3 months ago
- Landing Page for TOFU☆107Updated 3 weeks ago
- WMDP is a LLM proxy benchmark for hazardous knowledge in bio, cyber, and chemical security. We also release code for RMU, an unlearning m…☆92Updated 8 months ago
- Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆42Updated 3 months ago
- Weak-to-Strong Jailbreaking on Large Language Models☆73Updated 10 months ago
- ☆36Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆64Updated 10 months ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆57Updated 3 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆63Updated 6 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆44Updated 3 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
- ☆44Updated 6 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆48Updated 5 months ago
- ☆44Updated last year
- LLM Unlearning☆141Updated last year
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆112Updated 5 months ago