DATA MINING FOR THE EARLY DETECTION OF CYBERATTACKS ON ENTERPRISE NETWORKS.

The early detection of cyberattacks is critical to protecting enterprise networks. This paper proposes a method that uses data mining and machine learning techniques to identify harmful traffic on computer networks. The UNSW-NB15 dataset was used as a reference for testing this method. The CRISP-DM...

Descripción completa

Detalles Bibliográficos

Publicado en:	Scientific Culture Vol. 12; no. 1, Part 1; pp. 2979 - 2992
Autores principales:	Morales, Brandon, Panduro, Enmanuel, Luque, Dikxon, Andrade, Teodoro, Chiri, Carlos
Formato:	Artículo
Publicado:	University of the Aegean 2026
Materias:	Data mining Intrusion detection systems (Computer security) Random forest algorithms Information technology security Enterprise networks (Telecommunications) Machine learning
Acceso en línea:	Ver este registro en EBSCOhost