GraphSAGE achieves 94.2% detection rate, 0.955 AUC, and 1.4s response time for cyberattacks on drone systems in an emulation study, outperforming GCN and GAT.
UGL: A comprehensive hybrid model integrating GCN and LSTM for enhanced intrusion detection in UAV controller area networks,
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Graph neural networks at war: integrating cybersecurity and drone intelligence in the Israeli-Iranian conflict
GraphSAGE achieves 94.2% detection rate, 0.955 AUC, and 1.4s response time for cyberattacks on drone systems in an emulation study, outperforming GCN and GAT.