GodXuxilie / PromptAttackLinks
An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)
☆94Updated 6 months ago
Alternatives and similar repositories for PromptAttack
Users that are interested in PromptAttack are comparing it to the libraries listed below
Sorting:
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆84Updated 10 months ago
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT☆34Updated last year
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆85Updated last year
- ☆96Updated 6 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆160Updated last year
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆69Updated 9 months ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆160Updated 7 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆106Updated 11 months ago
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆94Updated 2 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆140Updated last year
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆165Updated 4 months ago
- ☆45Updated last year
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆144Updated 8 months ago
- [ICLR 2024]Data for "Multilingual Jailbreak Challenges in Large Language Models"☆79Updated last year
- ☆178Updated last year
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆54Updated 9 months ago
- ☆99Updated 3 months ago
- Code for paper "Defending aginast LLM Jailbreaking via Backtranslation"☆30Updated 11 months ago
- Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment☆103Updated last year
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆51Updated 9 months ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆134Updated 3 months ago
- Fingerprint large language models☆41Updated last year
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆57Updated 5 months ago
- Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversaria…☆53Updated 2 years ago
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆79Updated 4 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆42Updated last year
- official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries☆44Updated last week
- Fine-tuning base models to build robust task-specific models☆32Updated last year
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆64Updated 6 months ago
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆56Updated 11 months ago