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Structural Analysis and Detection of Android Malware
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hgascon/adagio
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Adagio contains several modules that implement the method described in thepaper:
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 ofAndroid APKs or DEX files and apply an explicit feature map that capturestheir structural relationships. The analysis module provides classes to desing a binaryor multiclass classification experiment using the vectorial representation andsupport vector machines.