crossrefAlgorithms2026-07-08
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 network environment o…