ANDROID DESIGNED MALWARE DETECTION CHALLENGES: A FUTURE RESEARCH DIRECTION

Abstract

Statistically, Android is the most targeted mobile platform when it comes to malicious application. As a result, Android malware detection has become one of the sizing topics in the domain of mobile security. As the researchers focusing on developing a new approach to detect and fight Android malware, there are always a recent report exhibiting cases of Android malware. Multiple motivations cause mobile malware writers to continuously develop an application with malware. Their intentions are to gain access to the private network and to collect sensitive data. This paper categories type of mobile malware. Furthermore, the types of mobile malware that often attacks android’s users are discussed. Then, fundamental techniques usually implement to detect mobile malware are deliberated. Basic techniques such as Static, Dynamic and Hybrid analysis are explained in the section. Finally, open issues on detecting and evaluating Android designed malware presented as a guideline for future research directions