Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies VI 2022
DOI: 10.1117/12.2637977
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APMD: Adversarial Pixel Masking Derivative for multispectral object detectors

Abstract: Recently, adversarial patches have been used successfully, to fool object detectors by hiding a specific or suppress almost all relevant detections in an image. Although there are various ways to harden against or identify those attacks in the visual spectrum, there is only a small fraction that actually evaluates these mechanisms on thermal infrared input data. Thermal infrared object detectors and classifiers cannot be fooled with pixel optimized adversarial patches, but they are still prone to Gaussian func… Show more

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