lancopku / agent-backdoor-attacksLinks
Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]
☆105Updated last year
Alternatives and similar repositories for agent-backdoor-attacks
Users that are interested in agent-backdoor-attacks are comparing it to the libraries listed below
Sorting:
- ☆119Updated 11 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆68Updated last year
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆187Updated 9 months ago
- official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries☆60Updated 2 months ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆159Updated last year
- ☆27Updated 4 months ago
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆109Updated 11 months ago
- [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models☆45Updated last year
- ☆75Updated last year
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆60Updated last year
- ☆106Updated last year
- ☆37Updated last year
- ☆37Updated last year
- Code to generate NeuralExecs (prompt injection for LLMs)☆27Updated 3 months ago
- Awesome Jailbreak, red teaming arxiv papers (Automatically Update Every 12th hours)☆86Updated this week
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆181Updated 9 months ago
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT☆35Updated 2 years ago
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆79Updated 5 months ago
- Agent Security Bench (ASB)☆172Updated 2 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆45Updated last year
- A curated list of trustworthy Generative AI papers. Daily updating...☆75Updated last year
- [NeurIPS'24] RedCode: Risky Code Execution and Generation Benchmark for Code Agents☆63Updated 2 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆60Updated 4 months ago
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆73Updated 10 months ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆176Updated last year
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆58Updated 3 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆223Updated 2 months ago
- [CIKM 2024] Trojan Activation Attack: Attack Large Language Models using Activation Steering for Safety-Alignment.☆29Updated last year
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆174Updated last year
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆66Updated last year