SheltonLiu-N / AutoDANView external linksLinks
[ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models".
☆427Jan 22, 2025Updated last year
Alternatives and similar repositories for AutoDAN
Users that are interested in AutoDAN are comparing it to the libraries listed below
Sorting:
- ☆691Jul 2, 2025Updated 7 months ago
- ☆193Nov 26, 2023Updated 2 years ago
- An easy-to-use Python framework to generate adversarial jailbreak prompts.☆815Mar 27, 2025Updated 10 months ago
- Official repo for GPTFUZZER : Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts☆565Sep 24, 2024Updated last year
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆317May 13, 2025Updated 9 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆151Jul 19, 2024Updated last year
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆527Apr 4, 2025Updated 10 months ago
- [ICLR 2025 Spotlight] The official implementation of our ICLR2025 paper "AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to…☆346Oct 8, 2025Updated 4 months ago
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal☆847Aug 16, 2024Updated last year
- ☆23Jan 17, 2025Updated last year
- TAP: An automated jailbreaking method for black-box LLMs☆219Dec 10, 2024Updated last year
- Universal and Transferable Attacks on Aligned Language Models☆4,489Aug 2, 2024Updated last year
- [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"☆172Feb 20, 2024Updated last year
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆176Dec 18, 2024Updated last year
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆68Oct 23, 2024Updated last year
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆377Jan 23, 2025Updated last year
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆176May 6, 2024Updated last year
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆65Jan 11, 2025Updated 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…☆338Feb 23, 2024Updated last year
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆84Nov 3, 2024Updated last year
- A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).☆1,856Jan 24, 2026Updated 3 weeks ago
- Awesome-Jailbreak-on-LLMs is a collection of state-of-the-art, novel, exciting jailbreak methods on LLMs. It contains papers, codes, data…☆1,205Feb 6, 2026Updated last week
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆85May 9, 2025Updated 9 months ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆191Jun 26, 2025Updated 7 months ago
- Code for our paper "Defending ChatGPT against Jailbreak Attack via Self-Reminder" in NMI.☆56Nov 13, 2023Updated 2 years ago
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆106May 20, 2025Updated 8 months ago
- Persuasive Jailbreaker: we can persuade LLMs to jailbreak them!☆349Oct 17, 2025Updated 3 months ago
- Papers and resources related to the security and privacy of LLMs 🤖☆561Jun 8, 2025Updated 8 months ago
- Improving Alignment and Robustness with Circuit Breakers☆258Sep 24, 2024Updated last year
- A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide…☆1,769Feb 1, 2026Updated last week
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆162Nov 30, 2024Updated last year
- [ACL 2024] Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization☆29Jul 9, 2024Updated last year
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆98May 23, 2024Updated last year
- The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Lang…☆152Sep 2, 2025Updated 5 months ago
- [ICML 2025] Weak-to-Strong Jailbreaking on Large Language Models☆92May 2, 2025Updated 9 months ago
- ☆164Sep 2, 2024Updated last year
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆65Aug 25, 2024Updated last year
- TACL 2025: Investigating Adversarial Trigger Transfer in Large Language Models☆19Aug 17, 2025Updated 5 months ago
- Fine-tuning base models to build robust task-specific models☆34Apr 11, 2024Updated last year