xirui-li / DrAttackLinks
Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers
☆52Updated 9 months ago
Alternatives and similar repositories for DrAttack
Users that are interested in DrAttack are comparing it to the libraries listed below
Sorting:
- ☆86Updated 4 months ago
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT☆33Updated last year
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆64Updated 7 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆93Updated last year
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆51Updated 7 months ago
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆86Updated 4 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆79Updated 8 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆61Updated 4 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆98Updated 9 months ago
- [ICML 2025] Weak-to-Strong Jailbreaking on Large Language Models☆76Updated last month
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆133Updated 10 months ago
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆24Updated last year
- Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks☆27Updated 10 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆155Updated last year
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆92Updated 2 weeks ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆135Updated 6 months ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆53Updated 9 months ago
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆20Updated 10 months ago
- ☆173Updated last year
- [ACL 2024] Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization☆24Updated 10 months ago
- ☆134Updated 9 months ago
- ☆45Updated last year
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆126Updated last month
- [ICLR 2025] Dissecting adversarial robustness of multimodal language model agents☆88Updated 3 months ago
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆157Updated 2 months ago
- [ICLR 2024]Data for "Multilingual Jailbreak Challenges in Large Language Models"☆73Updated last year
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆141Updated 3 months ago
- ☆21Updated last year
- ☆63Updated 11 months ago
- ☆57Updated 5 months ago