Open access
Sep 2026
An Adaptive and Intelligent Network Defense Framework for Real Time Cyber Threat Detection and Automated Response
Experimental results demonstrate that ensemble-based models, particularly XGBoost and Random Forest, achieved superior performance in terms of accuracy, precision, recall, and F1-score, while maintaining low false positive rates suitable for real-time deployment.
Stephen Ochiabuto Nwaoha
· International Journal of Com... · 0 citations