Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention Networks
Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention Networks
Android is undergoing unprecedented malicious threats daily, but the existing methods for malware detection often fail to cope with evolving camouflage in malware. To address this issue, we present Hawk, a new malware detection framework for evolutionary Android applications. We model Android entities and behavioral relationships as a heterogeneous information …