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Search: "[ keyword: Malware classification ]" (2)

1. Malware Image Classification with Dilated Convolution and Channel Attention in ConvNeXt-Tiny

Joon-soo Shim, Chan-ho Lee, Jong-geun Choi, Hyuk-jin Kwon, Vol. 27, No. 1, pp. 27-38, Feb. 2026
10.7472/jksii.2026.27.1.27
Keywords: Malware classification, Transfer Learning, Deep Learning, ConvNeXt, Dilated Convolution, channel attention, Low-label Learning, Image-based Malware Detection, Generalization performance, cybersecurity
2. A Study on Classification of Variant Malware Family Based on ResNet-Variational AutoEncoder

Young-jeon Lee, Myung-Mook Han, Vol. 22, No. 2, pp. 1-9, Apr. 2021
10.7472/jksii.2021.22.2.1
Keywords: Variant Malware, Malware classification, Variational AutoEncoder, Tranfer Learning, Ensemble learning