Real-time botnet detection on large network bandwidths using machine learning

Abstract Botnets are one of the most harmful cyberthreats, that can perform many types of cyberattacks and cause billionaire losses to the global economy. Nowadays, vast amounts of network traffic are generated every second, hence manual analysis is impossible. To be effective, automatic botnet dete...

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Bibliographic Details
Main Authors: Javier Velasco-Mata, Víctor González-Castro, Eduardo Fidalgo, Enrique Alegre
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-31260-0