liu00222 / Open-Prompt-Injection
This repository provides implementation to formalize and benchmark Prompt Injection attacks and defenses
☆172Updated last month
Alternatives and similar repositories for Open-Prompt-Injection:
Users that are interested in Open-Prompt-Injection are comparing it to the libraries listed below
- TAP: An automated jailbreaking method for black-box LLMs☆145Updated 2 months ago
- [NDSS'25 Poster] A collection of automated evaluators for assessing jailbreak attempts.☆110Updated this week
- ☆52Updated 7 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆117Updated 2 weeks ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆92Updated 3 weeks ago
- Papers about red teaming LLMs and Multimodal models.☆96Updated 3 months ago
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆292Updated 3 weeks ago
- ☆51Updated 2 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆40Updated 3 months ago
- Awesome LLM Jailbreak academic papers☆90Updated last year
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆134Updated 2 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆140Updated 9 months ago
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆297Updated 4 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆117Updated 7 months ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆117Updated 2 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
- ☆497Updated 2 months ago
- ☆44Updated 9 months ago
- ☆74Updated 2 weeks ago
- A benchmark for evaluating the robustness of LLMs and defenses to indirect prompt injection attacks.☆58Updated 10 months ago
- Agent Security Bench (ASB)☆62Updated last week
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆94Updated this week
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆169Updated last year
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆180Updated last week
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks on Large Language Models☆103Updated this week
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆35Updated last year
- [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"☆134Updated last year
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆59Updated 2 months ago
- LLM security and privacy☆47Updated 4 months ago