Permissions-Based Detection of Android Malware Using Machine Learning

Malware applications (Apps) targeting mobile devices are widespread, and compromise the sensitive and private information stored on the devices. This is due to the asymmetry between informative permissions and irrelevant and redundant permissions for benign Apps. It also depends on the characteristi...

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Main Authors: Fahad Akbar, Mehdi Hussain, Rafia Mumtaz, Qaiser Riaz, Ainuddin Wahid Abdul Wahab, Ki-Hyun Jung
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-04-01
Serier:Symmetry
Fag:
malware detection
repackaged applications
suspicious permissions
static malware analysis
Online adgang:https://www.mdpi.com/2073-8994/14/4/718
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