Securing LLM Systems Against Prompt Injection

Yupei Liu, Yuqi Jia, Runpeng Geng, Jinyuan Jia, Neil Zhenqiang Gong

Abstract

Proposes defense mechanisms against prompt injection in LLM systems including isolation-based approaches, input/output filtering, and detection methods.

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Cite This Resource

@article{llmsec202400039,
  title = {Securing LLM Systems Against Prompt Injection},
  author = {Yupei Liu and Yuqi Jia and Runpeng Geng and Jinyuan Jia and Neil Zhenqiang Gong},
  year = {2024},
  journal = {arXiv preprint},
  url = {https://arxiv.org/abs/2402.00898},
}