METHAQ SHAKER MAHMOOD. A Hybrid CNN–LSTM Framework for Network Intrusion Detection with SMOTE Balancing. Journal of Al-Qadisiyah for Computer Science and Mathematics, [S. l.], v. 17, n. 4, p. Comp 198–208, 2025. DOI: 10.29304/jqcsm.2025.17.42552. Disponível em: https://jqcsm.qu.edu.iq/index.php/journalcm/article/view/2552. Acesso em: 10 jan. 2026.