Open access
Aug 2026
SketchSAGE: Enabling efficient IoT network intrusion detection based on graph neural networks
SketchSAGE is a novel framework that employs sketch-based feature extraction alongside Graph Neural Networks (GNNs) to efficiently capture multiple critical features from extensive network flows and achieves efficient real-time detection capabilities for IoT network environments.
Jiqiang Xia, Qi Zhan, Zi-Yong Li et al.
· Journal of King Saud Univers... · 0 citations