A. Mahmood, A. Hadi and W. Al-Masoody, "Enhancing Network Security: A Study on Classification Models for Intrusion Detection Systems," in Journal of Communications Software and Systems, vol. 21, no. 2, pp. 156-165, May 2025, doi: https://doi.org/10.24138/jcomss-2024-0064