Temporal Generalization and Explanation Stability of Control Flow Graph Neural Networks for Malware Detection

Md. Asif Sajeed, Md. Nazrul Islam Mondal, Md Ashraful Hossen Akash

Malware detection is a critical task in cybersecurity, and graph neural networks over control flow graphs have shown promising results for it. However, detectors are usually evalua…