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Shuai Zhao

Nanyang Technological University

48 Nanyang Ave SHHK-04-19

Psychology, School of Social Sciences

Singapore, 639818

Singapore

  • Nanyang Technological University

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CMCAttack: Training-Free Backdoor Attacks on Vision-Language Models via Cross-Modal Conflicts

Number of pages: 35 Posted: 20 May 2026
yanhui ding, weize Li, Song Xiao, Jing Xiao, Tan Yue, Qika Lin and Shuai Zhao
affiliation not provided to SSRN, Xidian University, affiliation not provided to SSRN, affiliation not provided to SSRN, Peking University, National University of Singapore and Nanyang Technological University
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Abstract:

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Vision-Language Models, Backdoor Attacks, Cross-Modal Conflicts, Model Security.