XHMY / AutoDefense
AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks
☆36Updated 8 months ago
Alternatives and similar repositories for AutoDefense:
Users that are interested in AutoDefense are comparing it to the libraries listed below
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆92Updated 3 weeks ago
- [NDSS'25 Poster] A collection of automated evaluators for assessing jailbreak attempts.☆110Updated this week
- ☆52Updated 7 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆117Updated 7 months ago
- TAP: An automated jailbreaking method for black-box LLMs☆145Updated 2 months ago
- Agent Security Bench (ASB)☆62Updated last week
- This repository provides implementation to formalize and benchmark Prompt Injection attacks and defenses☆172Updated last month
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆60Updated 4 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆40Updated 3 months ago
- ☆74Updated 2 weeks ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆134Updated 2 months ago
- Code to generate NeuralExecs (prompt injection for LLMs)☆19Updated 2 months ago
- ☆51Updated 2 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
- Papers about red teaming LLMs and Multimodal models.☆96Updated 3 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆87Updated 6 months ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆111Updated 2 months ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆117Updated 2 months ago
- ☆91Updated last year
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆94Updated this week
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆77Updated last month
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks on Large Language Models☆103Updated this week
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆140Updated 9 months ago
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆59Updated 2 months ago
- ☆37Updated 3 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆117Updated 2 weeks ago
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆297Updated 4 months ago
- ☆112Updated 5 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆47Updated 4 months ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆50Updated 6 months ago