Permission and Behavior Based Malware Detection of Android Apps

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35,90 

ISBN: 3330322632
ISBN 13: 9783330322639
Autor: Gupta, Neha/Ahlawat, Prachi
Verlag: LAP LAMBERT Academic Publishing
Umfang: 68 S.
Erscheinungsdatum: 21.07.2017
Auflage: 1/2017
Format: 0.5 x 22 x 15
Gewicht: 119 g
Produktform: Kartoniert
Einband: KT
Artikelnummer: 2663561 Kategorie:

Beschreibung

This malware detection system detects the malware using static and dynamic features of the android apps. The static feature used for this purpose is permissions and the dynamic feature is the frequency of system calls. The machine learning algorithms are applied on the extracted features and a model is devised which identifies the Android benign applications and the Android malicious applications.

Autorenporträt

Neha Gupta is doing M. Tech. (Computer Science and Engineering) from The NorthCap University, Gurugram. She received her MCA degree from YMCA Institute of Engineering, Faridabad in 2007.

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