Saliency-guided cutout does not improve grayscale malware classification in controlled ResNet18 experiments, though low-saliency cutout slightly helps CIFAR-100, indicating domain-dependent value.
Through the static: Demystifying malware visualization via explainability.Journal of Information Security and Applications, 91:104063, 2025
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CAM-Guided Saliency Cutout and Image-Based Malware Classification
Saliency-guided cutout does not improve grayscale malware classification in controlled ResNet18 experiments, though low-saliency cutout slightly helps CIFAR-100, indicating domain-dependent value.