Publications

Analyzing the impact of Driving tasks when detecting emotions through Brain-Computer Interfaces

Journal
Mario Quiles Perez, Enrique Tomas Martinez Beltran, Sergio Lopez Bernal, Alberto Huertas Celdran, Gregorio Martinez Perez
Neural Computing & Applications
Publication year: 2023

Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography

Journal
Jose Manuel Hidalgo Rogel, Enrique Tomas Martinez Beltran, Mario Quiles Perez, Sergio Lopez Bernal, Gregorio Martinez Perez, Alberto Huertas Celdran
Publication year: 2022

Study of P300 Detection Performance by Different P300 Speller Approaches Using Electroencephalography

Conference
Sergio Lopez Bernal, Enrique Tomas Martinez Beltran, Mario Quiles Perez, Ruben Ortega Romero, Alberto Huertas Celdran, Gregorio Martinez Perez
IEEE 16th International Symposium on Medical Information and Communication Technology (ISMICT), May 2022
Publication year: 2022

SecBrain: A Framework to Detect Cyberattacks Revealing Sensitive Data in Brain-Computer Interfaces

Book Chapter
Enrique Tomas Martinez Beltran, Mario Quiles Perez, Sergio Lopez Bernal, Alberto Huertas Celdran, Gregorio Martinez Perez
Advances in Malware and Data-Driven Network Security | November 2021 | ISBN-10:X
Publication year: 2022

SAFECAR: A Brain-Computer Interface and intelligent framework to detect drivers' distractions

Journal
Enrique Tomas Martinez Beltran, Mario Quiles Perez, Sergio Lopez Bernal, Gregorio Martinez Perez, Alberto Huertas Celdran
Expert Systems with Applications, Volume 203, Issue 2, October 2022, Pages 191-194
Publication year: 2022

Decentralized Federated Learning: Fundamentals, State-of-the-art, Frameworks, Trends, and Challenges

Journal
Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
Publication year: 2022

Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario

Journal
Pedro Miguel Sanchez Sanchez, Alberto Huertas Celdran, Enrique Tomas Martinez Beltran, Daniel Demeter, Gerome Bovet, Gregorio Martinez Perez, Burkhard Stiller
Publication year: 2022

A Review of Noise-based Cyberattacks Generating Fake P300 Waves in Brain-Computer Interfaces

Conference
Enrique Tomas Martinez Beltran, Mario Quiles Perez, Sergio Lopez Bernal, Alberto Huertas Celdran, Gregorio Martinez Perez
VII Jornadas Nacionales de Investigación en Ciberseguridad (JNIC) - Bilbao, June 2022
Publication year: 2022

Noise-based cyberattacks generating fake P300 waves in brain-computer interfaces

Journal
Enrique Tomas Martinez Beltran, Mario Quiles Perez, Sergio Lopez Bernal, Alberto Huertas Celdran, Gregorio Martinez Perez
Cluster Computing, Volume 22, Issue 2, July 2021, Pages 191-194
Publication year: 2021

COnVIDa: COVID19 multidisciplinary data collection and dashboard

Journal
Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Javier Pastor Galindo, Pantaleone Nespoli, Félix J. García Clemente, Félix Gómez Mármol
Special Issue on Novel Informatics Approaches to COVID-19 Research, Journal of Biomedical Informatics, vol. 117, pp. 1-13
Publication year: 2021

Breaching Subjects' Thoughts Privacy: A Study with Visual Stimuli and Brain-Computer Interfaces

Journal
Mario Quiles Perez, Enrique Tomas Martinez Beltran, Sergio Lopez Bernal, Alberto Huertas Celdran, Gregorio Martinez Perez
Journal of Healthcare Engineering, Volume 22, Issue 2, August 2021, Pages 191-194
Publication year: 2021

The CyberBrain Project - Cybersecurity in Brain-Computer Interfaces

Report
Enrique Tomas Martinez Beltran, Mario Quiles Perez, Sergio Lopez Bernal, Alberto Huertas Celdran, Gregorio Martinez Perez
Bitbrain Technologies S.L.
Publication year: 2020