crossref2026-05-26
Comparative Analysis of Machine Learning Algorithms for Malicious Network Traffic Classification
Byron Wladimir Oviedo Bayas, Stefany Michelle Perachimba Panezo, Jorge Humberto Guanin-Fajardo, Stalin Daniel Carreño Sandoya
The classification of malicious network traffic is critical to cybersecurity. However, to the best of our knowledge, no previous studies have performed a comparative analysis of supervised algorithms for classifying malicious traffic specifically within the net-work environment o…