$\sf {DBank}$ DBank : Predictive Behavioral Analysis of Recent Android Banking Trojans

Using a novel dataset of Android banking trojans (ABTs), other Android malware, and goodware, we develop the $\sf {DBank}$DBank system to predict whether a given Android APK is a banking trojan or not. We introduce the novel concept of a Triadic Suspicion Graph (TSG for short) which contains three kinds of nodes: goodware, banking trojans, and API packages. We develop a novel feature space based o...