GTCN-G fuses Gated TCN and GCN with GAT residuals to improve intrusion detection on imbalanced network data and reports state-of-the-art results on UNSW-NB15 and ToN-IoT.
UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)
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GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection
GTCN-G fuses Gated TCN and GCN with GAT residuals to improve intrusion detection on imbalanced network data and reports state-of-the-art results on UNSW-NB15 and ToN-IoT.