D. Shihab, A. . Abdulazeez Abdulhameed, and M. T. G. Gaata, “Optimized Hybrid CNN-LSTM Framework with Multi-Feature Analysis and SMOTE for Intrusion Detection in SDN ”, KJCS, vol. 3, no. 4, pp. 55–75, Dec. 2025.