crossrefApplied Sciences2026-01-06
A Stacking-Based Ensemble Model for Multiclass DDoS Detection Using Shallow and Deep Machine Learning Algorithms
Eduardo Angulo, Leonardo Lizcano, Jose Marquez
Distributed Denial-of-Service (DDoS) attacks remain a significant threat to the stability and reliability of modern networked systems. This study presents a hierarchical stacking ensemble that integrates multiple Shallow Machine Learning (S-ML) and Deep Machine Learning (D-ML) al…