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

arXiv:2609.24280v1 Announce Type: cross Abstract: 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 evaluated on a random split of a cor