poloclub / llm-landscape
NeurIPS'24 - LLM Safety Landscape
☆21Updated last month
Alternatives and similar repositories for llm-landscape:
Users that are interested in llm-landscape are comparing it to the libraries listed below
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆59Updated 2 months ago
- An official implementation of "Catastrophic Failure of LLM Unlearning via Quantization" (ICLR 2025)☆26Updated last month
- The official repository of the paper "On the Exploitability of Instruction Tuning".☆61Updated last year
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆95Updated last month
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆89Updated 10 months ago
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆40Updated 2 months ago
- ☆53Updated 2 years 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…☆108Updated 11 months ago
- Implementation of PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆35Updated 4 months ago
- [ICLR 2025] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates (Oral)☆75Updated 5 months ago
- ☆42Updated last month
- ☆32Updated 6 months ago
- ☆30Updated 3 months ago
- ☆19Updated 5 months ago
- Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives☆67Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆62Updated this week
- ☆38Updated last year
- Improving Your Model Ranking on Chatbot Arena by Vote Rigging☆19Updated last month
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆84Updated 4 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆78Updated 10 months ago
- ☆42Updated 2 years ago
- ☆12Updated last week
- ☆14Updated last month
- Adversarial Attacks on GPT-4 via Simple Random Search [Dec 2023]☆43Updated 11 months ago
- Weak-to-Strong Jailbreaking on Large Language Models☆72Updated last year
- ☆52Updated 8 months ago
- ☆17Updated 3 weeks ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆49Updated 7 months ago
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆49Updated last month
- ☆19Updated 5 months ago