Improving dynamic analysis coverage in Android with DroidBot

23 Feb 2016 Roberto Tanara android droidbot droidbox gsoc
Hi there, my name is Li Yuanchun and I’m glad to introduce DroidBot, a tool to improve the coverage of dynamic analysis. As it is the case for malware targeting the desktop, static and dynamic analysis are also used for detection of Android malware. However, existing static analysis tools such as FlowDroid or DroidSafe lack accuracy because of specific characteristics of the Android framework like ICC (Inter-Component Communication), dynamic loading, alias, etc.