Yu-Fangxu / COLD-Attack
[ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
☆147Updated 3 months ago
Alternatives and similar repositories for COLD-Attack:
Users that are interested in COLD-Attack are comparing it to the libraries listed below
- [NDSS'25 Poster] A collection of automated evaluators for assessing jailbreak attempts.☆133Updated 3 weeks ago
- TAP: An automated jailbreaking method for black-box LLMs☆153Updated 3 months ago
- ☆168Updated last year
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆148Updated 10 months ago
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆64Updated 3 weeks ago
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆51Updated 7 months ago
- This repository provides implementation to formalize and benchmark Prompt Injection attacks and defenses☆182Updated 2 months ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆132Updated 4 months ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆49Updated 7 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆124Updated 8 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆59Updated 4 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆65Updated 6 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆43Updated 5 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆91Updated 7 months ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆105Updated 2 months ago
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆79Updated 2 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆37Updated last year
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆315Updated 2 months ago
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆205Updated last month
- ☆57Updated 9 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆48Updated 5 months ago
- Code to generate NeuralExecs (prompt injection for LLMs)☆20Updated 4 months ago
- Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversaria…☆47Updated 2 years ago
- Papers about red teaming LLMs and Multimodal models.☆105Updated 4 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆59Updated 2 months ago
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆320Updated last week
- [ICLR 2024]Data for "Multilingual Jailbreak Challenges in Large Language Models"☆69Updated last year
- ☆80Updated last month
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆115Updated last week
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆78Updated 10 months ago