DMSTG-AD: an SDN intrusion detection method based on dynamic multi-scale spatio-temporal graph neural network

Abstract Software-defined networking (SDN) centralizes control, simplifying network management and configuration while simultaneously increasing vulnerability to attacks, such as large-scale Distributed Denial-of-Service (DDoS) attacks or network topology spoofing. Conventional intrusion detection m...

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Hlavní autoři:	Ji Zhao, Damin Zhang, Qing He, Mu Lin, Yuhan Yang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Nature Portfolio 2026-03-01
Edice:	Scientific Reports
Témata:	Graph neural network Software-defined networking Network intrusion detection system Dynamic spatio-temporal modeling
On-line přístup:	https://doi.org/10.1038/s41598-026-44360-4
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