NumbOD attacks object detectors with a spatial loss that collapses predicted boxes toward the corner and a frequency loss that amplifies high-frequency differences, reducing mAP50 to below 5.5 on all nine tested models.
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NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors
NumbOD attacks object detectors with a spatial loss that collapses predicted boxes toward the corner and a frequency loss that amplifies high-frequency differences, reducing mAP50 to below 5.5 on all nine tested models.