WhileBug / AwesomeLLMJailBreakPapersLinks
Awesome LLM Jailbreak academic papers
☆115Updated 2 years ago
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- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆172Updated 8 months ago
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆404Updated 10 months ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆155Updated last year
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆107Updated 10 months ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆175Updated 7 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…☆333Updated last year
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆151Updated last year
- TAP: An automated jailbreaking method for black-box LLMs☆200Updated 11 months ago
- ☆152Updated last year
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆171Updated last year
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆472Updated 8 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆107Updated last year
- The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Lang…☆149Updated 3 months ago
- ☆189Updated 2 years ago
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆303Updated 6 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆102Updated last year
- ☆112Updated 10 months ago
- [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"☆164Updated last year
- This repository provides a benchmark for prompt injection attacks and defenses☆352Updated last month
- Papers and resources related to the security and privacy of LLMs 🤖☆552Updated 5 months ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆172Updated 11 months ago
- ☆146Updated last month
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆218Updated 2 weeks ago
- ☆70Updated 11 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆64Updated last year
- Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversaria…☆64Updated 2 years ago
- [ICLR 2024]Data for "Multilingual Jailbreak Challenges in Large Language Models"☆94Updated last year
- Papers about red teaming LLMs and Multimodal models.☆156Updated 6 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆77Updated last year
- A Comprehensive Assessment of Trustworthiness in GPT Models☆309Updated last year