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Xuan-Yan Song

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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. · 0 citations

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