GPT in Sheep's Clothing: The Risk of Customized GPTs

Tao Qin, Zhen Li, Wenxin Mao, Xinyu Zhao

Abstract

Analyzes security risks of custom GPTs in the OpenAI GPT Store including prompt leakage, data exfiltration, and malicious GPTs.

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@article{llmsec202400055,
  title = {GPT in Sheep's Clothing: The Risk of Customized GPTs},
  author = {Tao Qin and Zhen Li and Wenxin Mao and Xinyu Zhao},
  year = {2024},
  journal = {arXiv preprint},
  url = {https://arxiv.org/abs/2401.09075},
}