Al-anni, Maad Kamal, Ammar A Al-Hamadani, Rafah M. Almuttairi, and Alharith A Abdullah , trans. 2026. “A Preemptive Ensemble Learning Framework for KnowledgeBased Network Intrusion Detection”. Babylonian Journal of Machine Learning 2026 (July): 110-31. https://doi.org/10.58496/BJML/2026/011.