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#graph neural networks Open access Sep 2026

Online intrusion detection in computer networks using edge-aware attentive graph neural network

This study presents an intrusion detection framework based on a GNN that represents packet-flow data as communication graphs constructed over temporally segmented time windows, using a time-window-driven graph construction method that effectively models the temporal evolution of communication patterns while maintaining...

Áron Kiss, K. Nehéz, O. Hornyák · 0 citations

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