Yi-Fan Qin

Lightweight Relation-Aware Graph Neural Networks for Network Threat Detection in the Social Internet of Things

Network threat detection in the Internet of Things must exploit typed relations between devices: a device with unremarkable flow statistics may still be compromised relative to its ownership, co-location, and social ties. Existing graph-based intrusion detectors discard relation type, while lightweight detectors compre...