Adversarial Infrared Catmull-Rom Spline: A black-box attack on infrared pedestrian detectors in the physical world

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Zhe Jia, Chengyin Hu, Jiarui Zhang, Kalibinuer Tiliwalidi, Ling Tian, Xian Li, Xu Kang

Published: 2025, Last Modified: 04 Nov 2025Inf. Sci. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose AdvICRS, a physical attack method targeting infrared detectors.•Extensive experiments show AdvICRS's effectiveness, stealth, and robustness.•Comprehensive analysis of AdvICRS includes ablation studies and defense tests.•AdvICRS outperforms the baseline, demonstrating superior performance.