agiresearch / ASB
Agent Security Bench (ASB)
☆40Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for ASB
- ☆38Updated 4 months ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆59Updated 3 months ago
- A collection of automated evaluators for assessing jailbreak attempts.☆75Updated 4 months ago
- ☆91Updated 2 months ago
- ☆53Updated 3 weeks ago
- ☆39Updated 9 months ago
- This repository provides implementation to formalize and benchmark Prompt Injection attacks and defenses☆146Updated 2 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆34Updated 3 weeks ago
- TAP: An automated jailbreaking method for black-box LLMs☆119Updated 8 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆93Updated last month
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆36Updated 2 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆99Updated 4 months ago
- The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models".☆245Updated 3 weeks ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆110Updated 2 months ago
- JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and further assess …☆35Updated 4 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆44Updated last month
- ☆153Updated 11 months ago
- Papers about red teaming LLMs and Multimodal models.☆78Updated last month
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆65Updated this week
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆43Updated 3 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆48Updated 3 months ago
- A novel approach to improve the safety of large language models, enabling them to transition effectively from unsafe to safe state.☆52Updated last month
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆122Updated 6 months ago
- [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"☆121Updated 9 months ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆84Updated 3 weeks ago
- Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆87Updated 6 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆30Updated 9 months ago
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks on Large Language Models☆74Updated 2 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆76Updated 3 months ago
- ☆31Updated 5 months ago