A Comprehensive Survey of Attack Techniques, Implementation, and Mitigation Strategies in Large Language Models

Aysan Esmradi, Daniel Wankit Yip, Chun Fai Chan

Abstract

Surveys attack techniques across the LLM lifecycle including training, fine-tuning, and inference, with comprehensive mitigation strategies.

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@article{llmsec202400010,
  title = {A Comprehensive Survey of Attack Techniques, Implementation, and Mitigation Strategies in Large Language Models},
  author = {Aysan Esmradi and Daniel Wankit Yip and Chun Fai Chan},
  year = {2024},
  journal = {arXiv preprint},
  url = {https://arxiv.org/abs/2312.10982},
}