TrustLLM: Trustworthiness in Large Language Models

Lichao Sun, Yue Huang, Haoran Wang, Siyuan Wu, Qihui Zhang

Abstract

Comprehensive study of LLM trustworthiness across truthfulness, safety, fairness, robustness, privacy, and machine ethics with benchmarks.

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@article{llmsec202500015,
  title = {TrustLLM: Trustworthiness in Large Language Models},
  author = {Lichao Sun and Yue Huang and Haoran Wang and Siyuan Wu and Qihui Zhang},
  year = {2024},
  journal = {ICML 2024},
  url = {https://arxiv.org/abs/2401.05561},
}