JailbreakBench / artifactsLinks
Jailbreak artifacts for JailbreakBench
☆75Updated last year
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- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆507Updated 9 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆152Updated last year
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆419Updated 11 months ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆176Updated last year
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆173Updated last year
- ☆190Updated 2 years ago
- TAP: An automated jailbreaking method for black-box LLMs☆214Updated last year
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆373Updated 11 months ago
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆79Updated 5 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆60Updated 4 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆82Updated last year
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆67Updated last year
- ☆114Updated 2 years ago
- ☆118Updated 11 months ago
- ☆160Updated last year
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆90Updated 5 months ago
- We jailbreak GPT-3.5 Turbo’s safety guardrails by fine-tuning it on only 10 adversarially designed examples, at a cost of less than $0.20…☆336Updated last year
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆66Updated last year
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆45Updated last year
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆158Updated last year
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆122Updated 10 months ago
- Improving Alignment and Robustness with Circuit Breakers☆254Updated last year
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆179Updated 9 months ago
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆30Updated 2 years ago
- Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversaria…☆67Updated 2 years ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆60Updated last year
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆187Updated 6 months ago
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆310Updated 8 months ago
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆73Updated 10 months ago
- Code for "When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search" (NeurIPS 2024)☆17Updated last year