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Jongsub Moon

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A Malware Detection and Extraction Method for the Related Information Using the ViT Attention Mechanism on Android Operating System

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By jeonggeun Jo, Jaeik Cho, Jongsub Moon
| MDPI
5.4. Accuracy of Malware Detection The proposed ViT model is compared with well-known CNN-based app family detection models to evaluate its performance. The input image size for all models was 224 × 224. This is the image size commonly used in image classification models. There is no significant change in detection performance for images above a specific size. The batch size was set to 256 and the epoch to 80. Epoch 80 has been shown to perform well in multiple tests.
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