“Optimized Hybrid CNN-LSTM Framework With Multi-Feature Analysis and SMOTE for Intrusion Detection in SDN ”. AlKadhim Journal for Computer Science , vol. 3, no. 4, Dec. 2025, pp. 55-75, https://doi.org/10.61710/kjcs.v3i4.132.