wollschlager / geometry-of-refusalLinks
Code to the paper: The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence
☆16Updated last month
Alternatives and similar repositories for geometry-of-refusal
Users that are interested in geometry-of-refusal are comparing it to the libraries listed below
Sorting:
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆89Updated last year
- ☆43Updated 11 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆71Updated 10 months ago
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆61Updated 3 months ago
- ☆39Updated 10 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆164Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆150Updated 4 months ago
- ☆57Updated 2 years ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆56Updated last year
- Fluent student-teacher redteaming☆22Updated last year
- ☆20Updated last year
- ☆28Updated 3 weeks ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆59Updated last year
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆57Updated last week
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆62Updated 6 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆64Updated 8 months ago
- ☆32Updated 4 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆43Updated last year
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆22Updated last year
- Comprehensive Assessment of Trustworthiness in Multimodal Foundation Models☆22Updated 6 months ago
- ☆45Updated 7 months ago
- [NeurIPS 2024] Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling☆30Updated 10 months ago
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆111Updated 6 months ago
- ☆183Updated last year
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆52Updated 10 months ago
- Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"☆34Updated 9 months ago
- ☆31Updated 2 years ago
- Improving Alignment and Robustness with Circuit Breakers☆233Updated 11 months ago
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Updated 3 months ago
- TrustAgent: Towards Safe and Trustworthy LLM-based Agents☆52Updated 7 months ago