In this paper, we propose MalGraph, a hierarchical graph neural network to build an effective and robust Windows PE malware detection. In particular, MalGraph makes better use of the hierarchical ...

Abstract: With the ever-increasing malware threats, malware detection plays an indispensable role in protecting information systems. Although tremendous research efforts have been made, there are ...