Mgbeafulike, I.J. et al. 2026. An Ensemble Machine Learning Approach for Real-Time Early Detection of Cyber Threats Using Network Traffic Data. Tech-Sphere Journal for Pure and Applied Sciences. 3, 1 (Jul. 2026), 16–34. DOI:https://doi.org/10.5281/zenodo.21374507.