An in-depth analysis of Android malware using hybrid techniques
Yükleniyor...
Dosyalar
Tarih
2018
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Elsevier Sci Ltd
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Android malware is widespread despite the effort provided by Google in order to prevent it from the official application market, Play Store. Two techniques namely static and dynamic analysis are commonly used to detect malicious applications in Android ecosystem. Both of these techniques have their own advantages and disadvantages. In this paper, we propose a novel hybrid Android malware analysis approach namely mad4a which uses the advantages of both static and dynamic analysis techniques. The aim of this study is revealing some unknown characteristics of Android malware through the used various analysis techniques. As the result of static and dynamic analysis on the widely used Android application datasets, digital investigators are informed about some underestimated characteristics of Android malware. (c) 2018 Elsevier Ltd. All rights reserved.
Açıklama
Kabakus, Abdullah Talha/0000-0003-2181-4292
WOS: 000432474900004
WOS: 000432474900004
Anahtar Kelimeler
Android malware, Android, Play store, Mobile security, Malware analysis
Kaynak
Digital Investigation
WoS Q Değeri
Q3
Scopus Q Değeri
N/A
Cilt
24
