Dissecting Android Malware: Characterization and Evolution
The popularity and adoption of Smartphones has greatly stimulated the spread of mobile malware, especially on the popular platforms such as Android. In light of their rapid growth, there is a pressing need to develop effective solutions. However, their defense capability is largely constrained by the limited understanding of these emerging mobile malware and the lack of timely access to related samples. In this paper, the authors focus on the Android platform and aim to systematize or characterize existing Android malware. Particularly, with more than one year effort, they have managed to collect more than 1,200 malware samples that cover the majority of existing Android malware families, ranging from their debut in August 2010 to recent ones in October 2011.