tml-epfl / llm-adaptive-attacks
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]
☆259Updated 3 weeks 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
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆292Updated 4 months ago
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆290Updated 3 weeks ago
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆173Updated this week
- TAP: An automated jailbreaking method for black-box LLMs☆144Updated 2 months ago
- [NDSS'25 Poster] A collection of automated evaluators for assessing jailbreak attempts.☆108Updated 3 weeks ago
- This repository provides implementation to formalize and benchmark Prompt Injection attacks and defenses☆171Updated 3 weeks ago
- Improving Alignment and Robustness with Circuit Breakers☆181Updated 4 months ago
- ☆493Updated 2 months ago
- Papers about red teaming LLMs and Multimodal models.☆96Updated 2 months ago
- Finding trojans in aligned LLMs. Official repository for the competition hosted at SaTML 2024.☆110Updated 8 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…☆273Updated 11 months ago
- Persuasive Jailbreaker: we can persuade LLMs to jailbreak them!☆283Updated 4 months ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆133Updated last month
- ☆162Updated last year
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆92Updated this week
- Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".☆179Updated 4 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆139Updated 9 months ago
- ☆90Updated last year
- Does Refusal Training in LLMs Generalize to the Past Tense? [ICLR 2025]☆61Updated 3 weeks ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆116Updated 6 months ago
- Jailbreak artifacts for JailbreakBench☆49Updated 3 months ago
- Awesome LLM Jailbreak academic papers☆90Updated last year
- ☆80Updated last year
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆49Updated 5 months ago
- Adversarial Attacks on GPT-4 via Simple Random Search [Dec 2023]☆43Updated 9 months ago
- Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives☆66Updated 11 months ago
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆57Updated 2 months ago
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆46Updated 5 months ago
- AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks☆35Updated 8 months ago
- The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Lang…☆92Updated 3 weeks ago