Challenges for Reliable and Large Scale Evaluation of Android Malware Analysis

Since Android became the first smartphone operating system, malware developers have put large efforts to craft new threats uploaded to the Google Play store and other third market places. Companies and researchers now include in their activities the analysis of malware targeting smartphones. Most of the time, the problem that is addressed consists in deciding if an application should be considered as a malware or not. Nevertheless, once a malware is tagged as a malicious application, users that have been infected ask for more technical explanations about the threat they have been exposed to. Dissecting a malware requires a lot of efforts for a security analyst to be conducted and companies are in demand of new tools for automatizing the analysis.