Machine-Learning-Based Android Malware Family Classification Using Built-In and Custom Permissions

Machine-Learning-Based Android Malware Family Classification Using Built-In and Custom Permissions

Malware family classification is grouping malware samples that have the same or similar characteristics into the same family. It plays a crucial role in understanding notable malicious patterns and recovering from malware infections. Although many machine learning approaches have been devised for th...

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Bibliographic Details
Main Authors: Minki Kim, Daehan Kim, Changha Hwang, Seongje Cho, Sangchul Han, Minkyu Park
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Applied Sciences
Subjects:
Android malware
malware family classification
machine learning
built-in permission
custom permission
balanced accuracy
Online Access:https://www.mdpi.com/2076-3417/11/21/10244

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https://www.mdpi.com/2076-3417/11/21/10244

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