WhileBug / AwesomeLLMJailBreakPapersLinks
Awesome LLM Jailbreak academic papers
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- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆152Updated 10 months ago
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆388Updated 9 months ago
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆172Updated 6 months ago
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆438Updated 6 months ago
- TAP: An automated jailbreaking method for black-box LLMs☆190Updated 10 months ago
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆102Updated 9 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆106Updated last year
- 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…☆326Updated last year
- ☆119Updated 5 months ago
- ☆151Updated last year
- The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Lang…☆141Updated last month
- This repository provides a benchmark for prompt injection attacks and defenses☆310Updated last week
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆293Updated 5 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆146Updated last year
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆168Updated last year
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆166Updated 10 months ago
- ☆108Updated 8 months ago
- Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversaria…☆58Updated 2 years ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆93Updated last year
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆160Updated 6 months ago
- Papers about red teaming LLMs and Multimodal models.☆144Updated 4 months ago
- ☆83Updated last year
- [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"☆164Updated last year
- Papers and resources related to the security and privacy of LLMs 🤖☆536Updated 4 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆58Updated last month
- Agent Security Bench (ASB)☆136Updated 3 weeks ago
- [NeurIPS'24] RedCode: Risky Code Execution and Generation Benchmark for Code Agents☆52Updated 3 months ago
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆72Updated 3 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆209Updated 8 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆60Updated last year