Detection of Android Malware and its Secure System

Abstract

The emergence and quick development in quality and recognition of android OS mobile phones has created proportionate damaging effects from the world of cyber-attack. Android OS device platform is experiencing nice threats from totally different attack angles like DoS, Botnets, phishing, social engineering, malware. Among these threats, malware attacks on android OS phones have become a daily prevalence. This can be often because of the undeniable fact that android OS features a heap of user, high machine skills, popularity, and totally different essential attributes. These factors influence cybercriminals (especially malware writers) to consider android OS for gain, political interest, and revenge. This necessitates effective techniques which may sight these malicious applications on android OS devices. The aim of this paper is to supply a scientific review of the malware detection techniques used for android OS devices. The results show that nearly all techniques are not very effective to sight zero-day malware and totally different variants that deploy obfuscation to evade detection. The appraisal of the study acknowledged variety of the restrictions among the detection techniques that need improvement for higher detection.