Forbid Your Attention: Fooling Multimodal Large Language Models by Selectively Removing Intrinsic Focus in Spectral Domain

D Liu, J Dong, Z Ma, X Qu, X Fang, R Guan, K Tang, J Dong, YS Ong

Authors: Daizong Liu, Junhao Dong, Zhiyuan Ma, Xiaoye Qu, Xiang Fang, Runwei Guan, Keke Tang, Jianfeng Dong, Yew-Soon Ong

Published in: IEEE Transactions on Multimedia (2026)