Ji Zhao, Damin Zhang, Qing He, Mu Lin, Yuhan Yang. "DMSTG-AD: an SDN intrusion detection method based on dynamic multi-scale spatio-temporal graph neural network." Scientific Reports, 2026. doi:10.1038/s41598-026-44360-4