Author

Sana Tariq

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Jul 2026

Malware Classification using Transfer Learning and EfficientNetB4 on Malevis-Datasets

This study presents a convolutional neural network (CNN) architecture based on transfer learning using EfficientNetB4 for multi-class image classification that improves classification accuracy while reducing training time and overfitting compared to conventional CNN models trained from scratch.

Abdul Hanan, M. Rizwan, Sana Tariq et al. · ICACNC 2026 Proceedings · 0 citations