Xavier Larriva-Novo

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

Cybersecurity threat intelligence knowledge exchange based on blockchain

Raúl Riesco, Xavier Larriva-Novo, Víctor A. Villagrá · Telecommunication Systems · 2019 · 66 citations · Full text

Blockchain Privacy, Cybersecurity, Engineering +8

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

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