On the Consistency of GNN Explanations for Malware Detection

Hossein Shokouhinejad, Griffin Higgins, Roozbeh Razavi-Far +2

Control Flow Graphs (CFGs) are critical for analyzing program execution and characterizing malware behavior. With the growing adoption of Graph Neural Networks (GNNs), CFG-based re…