Victor A. Villagra (ORCID: 0000-0002-7067-6968)
Universidad Politécnica de Madrid
H-index: 22
Europe-Spain
Top articles of Victor A. Villagra (ORCID: 0000-0002-7067-6968)
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Methodologies and Proposals to Facilitate the Integration of Residential Consumers in Electricity Markets and Smart Grids | Proceeding of the 11th International Conference on Energy Efficiency in Domestic Appliances and Lighting (EEDAL’21) | Carlos Álvarez-Bel José I Moreno José L Martínez-Ramos Camilo Carrillo Víctor Villagrá | 2023 |
Advanced Cybersecurity Services Design | Víctor A Villagrá | 2023/11/1 | |
Leveraging Explainable Artificial Intelligence in Real-Time Cyberattack Identification: Intrusion Detection System Approach | Applied Sciences | Xavier Larriva-Novo Carmen Sánchez-Zas Víctor A Villagrá Andrés Marín-Lopez Julio Berrocal | 2023/7/26 |
Ontology-based approach to real-time risk management and cyber-situational awareness | Future Generation Computer Systems | Carmen Sánchez-Zas Víctor A Villagrá Mario Vega-Barbas Xavier Larriva-Novo José Ignacio Moreno | 2023/4/1 |
Design and Evaluation of Unsupervised Machine Learning Models for Anomaly Detection in Streaming Cybersecurity Logs | Mathematics | Carmen Sánchez-Zas Xavier Larriva-Novo Víctor A Villagrá Mario Sanz Rodrigo José Ignacio Moreno | 2022/10/31 |
Design of a Validation Model of the Cognitive State in Military Operations in Cyberspace | Juan León Murillo Marco Antonio Sotelo Monge Víctor Villagrá | 2022/9/26 | |
Design and Validation of a Threat Model Based on Cyber Kill Chain Applied to Human Factors | Inés Hernández San Román Marco Antonio Sotelo Monge Víctor A Villagra | 2022/9/26 | |
An IoT-focused intrusion detection system approach based on preprocessing characterization for cybersecurity datasets | Sensors | Xavier Larriva-Novo Víctor A Villagrá Mario Vega-Barbas Diego Rivera Mario Sanz Rodrigo | 2021/1/19 |
Comparative analysis and evaluation of the application of deep learning techniques to cybersecurity datasets | DYNA | Xavier Andrés Larriva Novo Mario Vega Barbas Víctor Abraham Villagrá González Julio Berrocal Colmenarejo | 2021 |
Diseño y evaluación de modelos de aprendizaje automático no supervisado para la detección de anomalías en un sistema Spark | Farid Bagheri-Gisour Marandyn Xavier Andrés Larriva Novo Víctor Abraham Villagrá González | 2021 | |
Análisis comparativo y evaluación de la aplicación de técnicas deep learning a datasets de ciberseguridad. | DYNA-Ingeniería e Industria | Xavier Larriva-Novo Mario Vega-Barbas Víctor Villagrá Julio Berrocal | 2021/9/1 |
An ontological-based model to data governance for big data | IEEE Access | Alfonso Castro Victor A Villagra Paula Garcia Diego Rivera David Toledo | 2021/8/2 |
Efficient distributed preprocessing model for machine learning-based anomaly detection over large-scale cybersecurity datasets | Applied Sciences | Xavier Larriva-Novo Mario Vega-Barbas Victor A Villagra Diego Rivera Manuel Alvarez-Campana | 2020/5/15 |
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 … | Telecommunication Systems | Raúl Riesco Xavier Larriva-Novo Víctor A Villagrá | 2020/2 |
Message Integrity Protection Over Wireless Channel: Countering Signal Cancellation via Channel Randomization | IEEE Transactions on Dependable and Secure Computing | Yanjun Pan Yantian Hou Ming Li Ryan M Gerdes Kai Zeng | 2017/9/13 |
Evaluation of cybersecurity data set characteristics for their applicability to neural networks algorithms detecting cybersecurity anomalies | IEEE Access | Xavier A Larriva-Novo Mario Vega-Barbas Víctor A Villagrá Mario Sanz Rodrigo | 2020/1/1 |
An approach for the application of a dynamic multi-class classifier for network intrusion detection systems | Electronics | Xavier Larriva-Novo Carmen Sánchez-Zas Víctor A Villagrá Mario Vega-Barbas Diego Rivera | 2020/10/23 |
Dynamic risk management architecture based on heterogeneous data sources for enhancing the cyber situational awareness in organizations | Xavier Larriva-Novo Mario Vega-Barbas Victor A Villagrá Diego Rivera Mario Sanz | 2020/8/25 |
Co-Authors
