Zhao, J., Zhang, D., He, Q., Lin, M., Yang, Y. (2026). DMSTG-AD: an SDN intrusion detection method based on dynamic multi-scale spatio-temporal graph neural network. Scientific Reports. https://doi.org/10.1038/s41598-026-44360-4