LLM agents security duality: a comprehensive survey of self-security and empowered cybersecurity.

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Bibliographic Details
Title: LLM agents security duality: a comprehensive survey of self-security and empowered cybersecurity.
Authors: Xu, Yiwei1, yiweix@whu.edu.cn, Zhuang, Yong1, yong.zhuang@whu.edu.cn, Liu, Xuanming1, teddy233@whu.edu.cn, Zhang, Tian1, tianzhang2025@whu.edu.cn, Xiao, Bowen1, bwxiao@whu.edu.cn, Xu, Xiaoyang1, xiaoyangx@whu.edu.cn, Jiang, Delong1, delong@whu.edu.cn, Wang, Juan1, jwang@whu.edu.cn, Hu, Hongxin2, hongxinh@buffalo.edu
Source: Artificial Intelligence Review; Aug2026, Vol. 59 Issue 8, p1-89, 89p
Database: Applied Science & Technology Source
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