tml-epfl / llm-adaptive-attacksLinks
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]
☆333Updated 7 months ago
Alternatives and similar repositories for llm-adaptive-attacks
Users that are interested in llm-adaptive-attacks are comparing it to the libraries listed below
Sorting:
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆400Updated 4 months ago
- TAP: An automated jailbreaking method for black-box LLMs☆182Updated 8 months ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆165Updated 8 months ago
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆374Updated 7 months ago
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆270Updated 3 months ago
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆167Updated 4 months ago
- ☆180Updated last year
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆140Updated last year
- ☆599Updated last month
- A Comprehensive Assessment of Trustworthiness in GPT Models☆302Updated 11 months ago
- Improving Alignment and Robustness with Circuit Breakers☆227Updated 11 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆159Updated 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…☆317Updated last year
- Jailbreak artifacts for JailbreakBench☆60Updated 9 months ago
- This repository provides a benchmark for prompt Injection attacks and defenses☆264Updated last month
- ☆146Updated 11 months ago
- Papers about red teaming LLMs and Multimodal models.☆134Updated 2 months ago
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal☆707Updated last year
- The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Lang…☆126Updated 7 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆69Updated 9 months ago
- Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives☆70Updated last year
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆144Updated 8 months ago
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆81Updated last week
- Finding trojans in aligned LLMs. Official repository for the competition hosted at SaTML 2024.☆114Updated last year
- ☆92Updated last month
- WMDP is a LLM proxy benchmark for hazardous knowledge in bio, cyber, and chemical security. We also release code for RMU, an unlearning m…☆135Updated 2 months ago
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆58Updated last year
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆66Updated last month
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆54Updated 10 months ago
- ☆105Updated last year