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

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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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  Data: LLM agents security duality: a comprehensive survey of self-security and empowered cybersecurity.
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  Data: <searchLink fieldCode="AU" term="%22Xu%2C+Yiwei%22">Xu, Yiwei</searchLink><relatesTo>1</relatesTo>, <i>yiweix@whu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Zhuang%2C+Yong%22">Zhuang, Yong</searchLink><relatesTo>1</relatesTo>, <i>yong.zhuang@whu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Xuanming%22">Liu, Xuanming</searchLink><relatesTo>1</relatesTo>, <i>teddy233@whu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Tian%22">Zhang, Tian</searchLink><relatesTo>1</relatesTo>, <i>tianzhang2025@whu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Xiao%2C+Bowen%22">Xiao, Bowen</searchLink><relatesTo>1</relatesTo>, <i>bwxiao@whu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Xu%2C+Xiaoyang%22">Xu, Xiaoyang</searchLink><relatesTo>1</relatesTo>, <i>xiaoyangx@whu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Jiang%2C+Delong%22">Jiang, Delong</searchLink><relatesTo>1</relatesTo>, <i>delong@whu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Wang%2C+Juan%22">Wang, Juan</searchLink><relatesTo>1</relatesTo>, <i>jwang@whu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Hu%2C+Hongxin%22">Hu, Hongxin</searchLink><relatesTo>2</relatesTo>, <i>hongxinh@buffalo.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Artificial+Intelligence+Review%22">Artificial Intelligence Review</searchLink>; Aug2026, Vol. 59 Issue 8, p1-89, 89p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=195673865
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      – Type: doi
        Value: 10.1007/s10462-026-11563-0
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        Text: English
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              M: 08
              Text: Aug2026
              Type: published
              Y: 2026
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