Runtime Detection Framework for Android Malware

• Published in: Mobile information systems Vol. 2018; no. 2018; pp. 1 - 15
• Main Authors: Kim, TaeGuen, Im, Eul Gyu, Kang, BooJoong
• Format: Journal Article
• Language: English
• Published: Cairo, Egypt Hindawi Publishing Corporation 01.01.2018; Hindawi; Hindawi Limited
• Subjects: Anti-virus software; Application programming interface; Computer architecture; Computer viruses; Electronic devices; Feature extraction; Malware; Markov chains; Teaching methods

As the number of Android malware has been increased rapidly over the years, various malware detection methods have been proposed so far. Existing methods can be classified into two categories: static analysis-based methods and dynamic analysis-based methods. Both approaches have some limitations: st...