Projects GNN embeddings of IoT traffic onto interpretable manifolds to achieve 0.83 F1-score intrusion detection and reveal concept drift.
A review on graph-based approaches for network security monitoring and botnet detection.International Journal of Information Security, 23(1):119–140, February 2024
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Interpreting Manifolds and Graph Neural Embeddings from Internet of Things Traffic Flows
Projects GNN embeddings of IoT traffic onto interpretable manifolds to achieve 0.83 F1-score intrusion detection and reveal concept drift.