An Xception Convolutional Neural Network for Malware Classification with Transfer Learning

Lo, Wai Weng; Yang, Xu; Wang, Yapeng

doi:10.1109/ntms.2019.8763852

An Xception Convolutional Neural Network for Malware Classification with Transfer Learning

In this work, we applied a deep Convolutional Neural Network (CNN) with Xception model to perform malware image classification. The Xception model is a recently developed special CNN architecture that is more powerful with less over- fitting problems than the current popular CNN models such as VG…