An IoT-Focused Intrusion Detection System Approach Based on Preprocessing Characterization for Cybersecurity Datasets

by Xavier Larriva-Novo, Víctor A. Villagrá, Mario Vega-Barbas, Diego Rivera, Mario Sanz Rodrigo
Published 2021-01-01

An Approach for the Application of a Dynamic Multi-Class Classifier for Network Intrusion Detection Systems

by Xavier Larriva-Novo, Carmen Sánchez-Zas, Víctor A. Villagrá, Mario Vega-Barbas, Diego Rivera
Published 2020-10-01

Ontology-Based System for Dynamic Risk Management in Administrative Domains

by Mario Vega-Barbas, Víctor A. Villagrá, Fernando Monje, Raúl Riesco, Xavier Larriva-Novo, Julio Berrocal
Published 2019-10-01

Efficient Distributed Preprocessing Model for Machine Learning-Based Anomaly Detection over Large-Scale Cybersecurity Datasets

by Xavier Larriva-Novo, Mario Vega-Barbas, Víctor A. Villagrá, Diego Rivera, Manuel Álvarez-Campana, Julio Berrocal
Published 2020-05-01