Structural Analysis and Detection of Android Malware
Adagio contains several modules that implement the method described in the paper:
Structural Detection of Android Malware using Embedded Call Graphs
Hugo Gascon, Fabian Yamaguchi, Daniel Arp, Konrad Rieck
ACM Workshop on Security and Artificial Intelligence (AISEC) November 2013
These modules allow to extract and label the call graphs from a series of Android APKs or DEX files and apply an explicit feature map that captures their structural relationships. The analysis module provides classes to desing a binary or multiclass classification experiment using the vectorial representation and support vector machines.