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

Abstract

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

Categories

Framework mappings

@misc{esmradi2024comprehensive,
  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},
  month = dec,
  eprint = {2312.10982},
  archivePrefix = {arXiv},
  doi = {10.1007/978-981-97-1274-8_6},
  url = {https://arxiv.org/abs/2312.10982}
}