Android malware detection method based on byte-code image and deep learning

Android malware detection method based on byte-code image and deep learning

A new Android malware detection method based on byte-code image and deep learning was proposed. Firstly, Android malware byte-code files were mapped to RGB colorful images which had three channels. Also, the Shannon entropy as Alpha channel of images were calculated, and then merged with RGB images...

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Bibliographic Details
Main Authors: Tieming CHEN, Binbin XIANG, Mingqi LV, Bo CHEN, Xie JIANG
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2019-01-01
Series:Dianxin kexue
Subjects:
malware detection
byte-code image
Shannon entropy
deep learning
classification
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000−0801.2019022/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000−0801.2019022/

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