Alnattaf, Y.A. and Mahmoud, H.F. 2026. A Comprehensive Survey on Machine Learning and Deep Learning Approaches for Network Intrusion Detection Systems: Techniques, Datasets, and Open Challenges. Neutrosophic Optimization and Intelligent Systems. 11, (Sep. 2026), 12–25. DOI:https://doi.org/10.61356/j.nois.2026.11667.