Mario Vega-Barbas

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

Xavier Larriva-Novo, Víctor A. Villagrá, Mario Vega-Barbas et al. · Sensors · 2021 · 96 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +22

Evaluation of Cybersecurity Data Set Characteristics for Their Applicability to Neural Networks Algorithms Detecting Cybersecurity Anomalies

Xavier Larriva-Novo, Mario Vega-Barbas, Víctor A. Villagrá et al. · IEEE Access · 2020 · 56 citations · Full text

Cybersecurity, Machine Learning, Engineering +17

Smart Spaces and Smart Objects Interoperability Architecture (S3OiA)

Mario Vega-Barbas, Diego Casado–Mansilla, Miguel Ángel Valero et al. · 2012 · 41 citations

Engineering, Smart City, Software Systems +19

Ontology-based approach to real-time risk management and cyber-situational awareness

Carmen Sánchez-Zas, Víctor A. Villagrá, Mario Vega-Barbas et al. · Future Generation Computer Systems · 2022 · 35 citations · Full text

Ontology (Information Science), Engineering, Business Intelligence +18

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

Xavier Larriva-Novo, Mario Vega-Barbas, Víctor A. Villagrá et al. · Applied Sciences · 2020 · 32 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +25