| An IoT-focused intrusion detection system approach based on preprocessing characterization for cybersecurity datasets X Larriva-Novo, VA Villagrá, M Vega-Barbas, D Rivera, M Sanz Rodrigo Sensors 21 (2), 656, 2021 | 68 | 2021 |
| Cybersecurity threat intelligence knowledge exchange based on blockchain: Proposal of a new incentive model based on blockchain and Smart contracts to foster the cyber threat … R Riesco, X Larriva-Novo, VA Villagrá Telecommunication Systems 73 (2), 259-288, 2020 | 62 | 2020 |
| Evaluation of cybersecurity data set characteristics for their applicability to neural networks algorithms detecting cybersecurity anomalies XA Larriva-Novo, M Vega-Barbas, VA Villagrá, MS Rodrigo IEEE Access 8, 9005-9014, 2020 | 60 | 2020 |
| Efficient distributed preprocessing model for machine learning-based anomaly detection over large-scale cybersecurity datasets X Larriva-Novo, M Vega-Barbas, VA Villagra, D Rivera, ... Applied Sciences 10 (10), 3430, 2020 | 29 | 2020 |
| An approach for the application of a dynamic multi-class classifier for network intrusion detection systems X Larriva-Novo, C Sánchez-Zas, VA Villagrá, M Vega-Barbas, D Rivera Electronics 9 (11), 1759, 2020 | 18 | 2020 |
| Ontology-based system for dynamic risk management in administrative domains M Vega-Barbas, VA Villagrá, F Monje, R Riesco, X Larriva-Novo, ... Applied Sciences 9 (21), 4547, 2019 | 17 | 2019 |
| Ontology-based approach to real-time risk management and cyber-situational awareness C Sánchez-Zas, VA Villagrá, M Vega-Barbas, X Larriva-Novo, JI Moreno, ... Future Generation Computer Systems 141, 462-472, 2023 | 12 | 2023 |
| Design and Evaluation of Unsupervised Machine Learning Models for Anomaly Detection in Streaming Cybersecurity Logs C Sánchez-Zas, X Larriva-Novo, VA Villagrá, MS Rodrigo, JI Moreno Mathematics 10 (21), 4043, 2022 | 6 | 2022 |
| Dynamic risk management architecture based on heterogeneous data sources for enhancing the cyber situational awareness in organizations X Larriva-Novo, M Vega-Barbas, VA Villagrá, D Rivera, M Sanz, ... Proceedings of the 15th International Conference on Availability …, 2020 | 6 | 2020 |
| Leveraging Explainable Artificial Intelligence in Real-Time Cyberattack Identification: Intrusion Detection System Approach X Larriva-Novo, C Sánchez-Zas, VA Villagrá, A Marín-Lopez, J Berrocal Applied Sciences 13 (15), 8587, 2023 | 2 | 2023 |
| Simulador de APTs realistas basado en el marco deMITRE ATT&CK XL Novo, VA Villagra, Ó Jover, MS Rodrigo, CS Zas, MÁ Campana Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º …, 2022 | 2 | 2022 |
| Automatic translation and enforcement of cybersecurity policies using a high-level definition language D Rivera, F Monje, VA Villagrá, M Vega-Barbas, X Larriva-Novo, ... Entropy 21 (12), 1180, 2019 | 2 | 2019 |
| A Comprehensive Analysis of the Worst Cybersecurity Vulnerabilities in Latin America O Flor-Unda, F Simbaña, X Larriva-Novo, Á Acuña, R Tipán, ... Informatics 10 (3), 71, 2023 | 1 | 2023 |
| Entrenador virtual y real de prótesis mioeléctrica de mano derecha JS Burbano Villavicencio, XA Larriva Novo Universidad del Azuay, 2016 | 1 | 2016 |
| Simulador de APTs realistas avanzados basado en el marco de MITRE ATT&CK XL Novo, AV Plaza, Ó Jover, CS Zas, VAV González Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad …, 2023 | | 2023 |
| Desarrollo de una ontología para modelar una metodología interoperable de gestión dinámica de riesgos CS Zas, XL Novo, VAV González, MS Rodrigo, SS Cotanilla Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad …, 2023 | | 2023 |
| Herramienta de generación de tráfico realista basadoen comportamiento de usuario para entornos CyberRange MS Rodrigo, MÁ Campana, SS Cotanilla, DR Pinto, XL Novo Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º …, 2022 | | 2022 |
| Sistema de conciencia cibersituacional y gestióndinámica de riesgos basado en ontologías CS Zas, VA Villagra, MV Barbas, XL Novo, JIM Novella, JJB Colmenarejo Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º …, 2022 | | 2022 |
| Optimization of intrusion detection systems based on machine learning for cybersecurity by boosting feature engineering and model selection techniques XL Novo Universidad Politécnica de Madrid, 2022 | | 2022 |
| Análisis comparativo y evaluación de la aplicación de técnicas deep learning a datasets de ciberseguridad. X Larriva-Novo, M Vega-Barbas, V Villagrá, J Berrocal DYNA-Ingeniería e Industria 96 (5), 2021 | | 2021 |
Victor A. Villagra (ORCID: 0000-0002-...Universidad Politecnica de MadridDirección de correo verificada de upm.es
