CoT defender: Preemptive chain-of-thought occupation for jailbreak attack mitigation.

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Bibliographic Details
Title: CoT defender: Preemptive chain-of-thought occupation for jailbreak attack mitigation.
Authors: Li X; Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, Hubei, China; Shandong Provincial Key Laboratory of Computing Power Internet and Service Computing, Shandong Fundamental Research Center for Computer Science, Jinan, Shandong, China. Electronic address: xiaokangli071@whu.edu.cn., Liu J; School of Computer Science, Wuhan University, Wuhan, 430000, Hubei, China; Shandong Provincial Key Laboratory of Computing Power Internet and Service Computing, Shandong Fundamental Research Center for Computer Science, Jinan, Shandong, China. Electronic address: jinliu@whu.edu.cn., Tang Y; Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing, China. Electronic address: yongqiang.tang@ia.ac.cn., Xie Z; School of Computer Science, Central China Normal University, Wuhan, Hubei, China. Electronic address: zwxie@ccnu.edu.cn., Wang Y; School of Computer Science, Wuhan University, Wuhan, 430000, Hubei, China. Electronic address: yihewang@whu.edu.cn., Yu X; State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, Zhejiang, China. Electronic address: xiao.yu@zju.edu.cn., Zhao L; Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, Shandong, China; Shandong Provincial Key Laboratory of Computing Power Internet and Service Computing, Shandong Fundamental Research Center for Computer Science, Jinan, Shandong, China. Electronic address: zxcvbnm9515@163.com., Huang B; School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, Shanghai, China. Electronic address: huangbosues@sues.edu.cn.
Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Jun; Vol. 198, pp. 108574. Date of Electronic Publication: 2026 Jan 14.
Publication Type: Journal Article
Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1879-2782
DOI:10.1016/j.neunet.2026.108574