Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features

Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang +4

Advanced cyber threats (e.g., Fileless Malware and Advanced Persistent Threat (APT)) have driven the adoption of provenance-based security solutions. These solutions employ Machine…