Towards effective and efficient adversarial defense with diffusion models for robust visual tracking

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Long Xu, Peng Gao, Wen-Jia Tang, Fei Wang, Ru-Yue Yuan

Published: 2025, Last Modified: 31 Oct 2025Inf. Fusion 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•An adversarial defense with diffusion models method for visual tracking is proposed.•A multi-scale constraint mechanism is introduced.•Extensive experiments are conducted to indicate the effectiveness.