Malware Detection Techniques in Android

摘要: Phones have become an important need of today. The term mobile phone and smart are almost identical now - a-days. Smartphone market is booming with very high speed. Smartphones gained such a huge popularity due to wide range capabilities they offer. Currently android platform leading the smartphone market. Android has overnight became top OS among its competitor OS. This eminence attracted malware authors as well. As open source platform, it seems quite easy for fulfill their illicit intentions. In this paper new technique will be introduced detect malware. detects in applications through machine learning classifier by using both static dynamic analysis. does not rely on signatures analysis but instead permission model used. Under analysis, system call tracing performed. Using techniques along provides all one solution detection. used us tested various benign samples collected from official (Google Play Store) malicious applications. KeywordsDynamic Analysis, Machine learning, Malware,