tml-epfl / llm-adaptive-attacksLinks
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]
☆324Updated 6 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]☆379Updated 4 months ago
- TAP: An automated jailbreaking method for black-box LLMs☆180Updated 7 months ago
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆165Updated 4 months ago
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆367Updated 6 months ago
- Jailbreak artifacts for JailbreakBench☆62Updated 8 months ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆160Updated 7 months ago
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆263Updated 2 months ago
- ☆588Updated last month
- This repository provides a benchmark for prompt Injection attacks and defenses☆250Updated 2 weeks ago
- Improving Alignment and Robustness with Circuit Breakers☆225Updated 10 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆160Updated last year
- ☆178Updated 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…☆314Updated last year
- Papers about red teaming LLMs and Multimodal models.☆130Updated 2 months ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆134Updated 3 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆140Updated last year
- Persuasive Jailbreaker: we can persuade LLMs to jailbreak them!☆313Updated 9 months ago
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆79Updated 4 months ago
- The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Lang…☆122Updated 6 months ago
- ☆80Updated 3 weeks ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆51Updated 9 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆69Updated 9 months ago
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆62Updated last week
- ☆144Updated 11 months ago
- A Comprehensive Assessment of Trustworthiness in GPT Models☆299Updated 10 months ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆53Updated 11 months ago
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆226Updated last week
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆144Updated 8 months ago
- ☆104Updated last year
- Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives☆70Updated last year