awesome-llm-security

Awesome LLM Security [](https://github.com/sindresorhus/awesome)

A curation of awesome tools, documents and projects about LLM Security.

Contributions are always welcome. Please read the [Contribution Guidelines](CONTRIBUTING.md) before contributing.

[!NOTE] ⚡ For efficient research navigation, we’re sharing PDFs via [Moonlight](https://www.themoonlight.io/), which provides summaries alongside the original paper.

Table of Contents

• Awesome LLM Security
  • Table of Contents
  • Papers
    • White-box attack
    • Black-box attack
    • Backdoor attack
    • Fingerprinting
    • Defense
    • Platform Security
    • Survey
  • Benchmark
  • Tools
  • Articles
  • Other Awesome Projects
  • Other Useful Resources

Papers

White-box attack

• "Visual Adversarial Examples Jailbreak Large Language Models", 2023-06, AAAI(Oral) 24, multi-modal, [paper] [repo]
• "Are aligned neural networks adversarially aligned?", 2023-06, NeurIPS(Poster) 23, multi-modal, [paper]
• "(Ab)using Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs", 2023-07, multi-modal [paper]
• "Universal and Transferable Adversarial Attacks on Aligned Language Models", 2023-07, transfer, [paper] [repo] [page]

...