XHMY / AutoDefense
AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks
☆42Updated 10 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"☆113Updated last week
- ☆58Updated 9 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆45Updated 5 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆69Updated 6 months ago
- ☆54Updated 4 months ago
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆147Updated 3 weeks ago
- Code to generate NeuralExecs (prompt injection for LLMs)☆20Updated 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…☆101Updated 3 months ago
- TAP: An automated jailbreaking method for black-box LLMs☆164Updated 4 months ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆50Updated 8 months ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆135Updated 4 months ago
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆52Updated 7 months ago
- This repository provides a benchmark for prompt Injection attacks and defenses☆182Updated this week
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆92Updated 8 months ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆133Updated 2 months ago
- ☆81Updated 2 months ago
- LLM Self Defense: By Self Examination, LLMs know they are being tricked☆32Updated 11 months ago
- ☆38Updated 5 months ago
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆126Updated 2 weeks ago
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks on Large Language Models☆131Updated 2 months ago
- ☆19Updated 10 months ago
- ☆97Updated last year
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆129Updated 9 months ago
- ☆127Updated 7 months ago
- Agent Security Bench (ASB)☆75Updated 3 weeks ago
- [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models☆33Updated 8 months ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆149Updated 4 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆139Updated last month
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆319Updated 2 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆61Updated 5 months ago