Publications

@article{DBLP:journals/corr/abs-2204-08516,
title = {LwHBench: A low-level hardware component benchmark and dataset for
Single Board Computers},
author = {Pedro Miguel S\'{a}nchez S\'{a}nchez and
Jos\'{e} Mar\'{i}a Jorquera Valero and
Alberto Huertas Celdr\'{a}n and
G\'{e}r\^{o}me Bovet and
Manuel Gil P\'{e}rez and
Gregorio Mart\'{i}nez P\'{e}rez},
url = {https://doi.org/10.48550/arXiv.2204.08516},
doi = {10.48550/arXiv.2204.08516},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2204.08516},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/corr/abs-2209-00993,
title = {Analyzing the impact of Driving tasks when detecting emotions through
Brain-Computer Interfaces},
author = {Mario Quiles P\'{e}rez and
Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n and
Sergio L\'{o}pez Bernal and
Alberto Huertas Celdr\'{a}n and
Gregorio Mart\'{i}nez P\'{e}rez},
url = {https://doi.org/10.48550/arXiv.2209.00993},
doi = {10.48550/arXiv.2209.00993},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2209.00993},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/corr/abs-2209-04048,
title = {Studying Drowsiness Detection Performance while Driving through Scalable
Machine Learning Models using Electroencephalography},
author = {Jos\'{e} Manuel Hidalgo Rogel and
Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n and
Mario Quiles P\'{e}rez and
Sergio L\'{o}pez Bernal and
Gregorio Mart\'{i}nez P\'{e}rez and
Alberto Huertas Celdr\'{a}n},
url = {https://doi.org/10.48550/arXiv.2209.04048},
doi = {10.48550/arXiv.2209.04048},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2209.04048},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/corr/abs-2210-07719,
title = {A Lightweight Moving Target Defense Framework for Multi-purpose Malware
Affecting IoT Devices},
author = {Jan von der Assen and
Alberto Huertas Celdr\'{a}n and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
Jordan Cede\~{n}o and
G\'{e}r\^{o}me Bovet and
Gregorio Mart\'{i}nez P\'{e}rez and
Burkhard Stiller},
url = {https://doi.org/10.48550/arXiv.2210.07719},
doi = {10.48550/arXiv.2210.07719},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2210.07719},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/corr/abs-2210-11061,
title = {Analyzing the Robustness of Decentralized Horizontal and Vertical
Federated Learning Architectures in a Non-IID Scenario},
author = {Pedro Miguel S\'{a}nchez S\'{a}nchez and
Alberto Huertas Celdr\'{a}n and
Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n and
Daniel Demeter and
G\'{e}r\^{o}me Bovet and
Gregorio Mart\'{i}nez P\'{e}rez and
Burkhard Stiller},
url = {https://doi.org/10.48550/arXiv.2210.11061},
doi = {10.48550/arXiv.2210.11061},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2210.11061},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/corr/abs-2210-11501,
title = {Trust-as-a-Service: A reputation-enabled trust framework for 5G
networks},
author = {Jos\'{e} Mar\'{i}a Jorquera Valero and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
Manuel Gil P\'{e}rez and
Alberto Huertas Celdr\'{a}n and
Gregorio Mart\'{i}nez P\'{e}rez},
url = {https://doi.org/10.48550/arXiv.2210.11501},
doi = {10.48550/arXiv.2210.11501},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2210.11501},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/access/GomezMCMCB22,
title = {A Methodology for Evaluating the Robustness of Anomaly Detectors to
Adversarial Attacks in Industrial Scenarios},
author = {\'{A}ngel Luis Perales G\'{o}mez and
Lorenzo Fern\'{a}ndez Maim\'{o} and
F\'{e}lix J. Garc\'{i}a Clemente and
Javier Alejandro Maroto Morales and
Alberto Huertas Celdr\'{a}n and
G\'{e}r\^{o}me Bovet},
url = {https://doi.org/10.1109/ACCESS.2022.3224930},
doi = {10.1109/ACCESS.2022.3224930},
year = {2022},
date = {2022-01-01},
journal = {IEEE Access},
volume = {10},
pages = {124582--124594},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/corr/abs-2211-08413,
title = {Decentralized Federated Learning: Fundamentals, State-of-the-art,
Frameworks, Trends, and Challenges},
author = {Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n and
Mario Quiles P\'{e}rez and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
Sergio L\'{o}pez Bernal and
G\'{e}r\^{o}me Bovet and
Manuel Gil P\'{e}rez and
Gregorio Mart\'{i}nez P\'{e}rez and
Alberto Huertas Celdr\'{a}n},
url = {https://doi.org/10.48550/arXiv.2211.08413},
doi = {10.48550/arXiv.2211.08413},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2211.08413},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/cluster/BeltranPBCP22,
title = {Noise-based cyberattacks generating fake P300 waves in brain-computer
interfaces},
author = {Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n and
Mario Quiles P\'{e}rez and
Sergio L\'{o}pez Bernal and
Alberto Huertas Celdr\'{a}n and
Gregorio Mart\'{i}nez P\'{e}rez},
url = {https://doi.org/10.1007/s10586-021-03326-z},
doi = {10.1007/s10586-021-03326-z},
year = {2022},
date = {2022-01-01},
journal = {Clust. Comput.},
volume = {25},
number = {1},
pages = {33--48},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/corr/abs-2212-03169,
title = {When Brain-Computer Interfaces Meet the Metaverse: Landscape, Demonstrator,
Trends, Challenges, and Concerns},
author = {Sergio L\'{o}pez Bernal and
Mario Quiles P\'{e}rez and
Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n and
Gregorio Mart\'{i}nez P\'{e}rez and
Alberto Huertas Celdr\'{a}n},
url = {https://doi.org/10.48550/arXiv.2212.03169},
doi = {10.48550/arXiv.2212.03169},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2212.03169},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/cn/ReySCB22,
title = {Federated learning for malware detection in IoT devices},
author = {Valerian Rey and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
Alberto Huertas Celdr\'{a}n and
G\'{e}r\^{o}me Bovet},
url = {https://doi.org/10.1016/j.comnet.2021.108693},
doi = {10.1016/j.comnet.2021.108693},
year = {2022},
date = {2022-01-01},
journal = {Comput. Networks},
volume = {204},
pages = {108693},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/corr/abs-2212-14647,
title = {RL and Fingerprinting to Select Moving Target Defense Mechanisms
for Zero-day Attacks in IoT},
author = {Alberto Huertas Celdr\'{a}n and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
Jan von der Assen and
Timo Schenk and
G\'{e}r\^{o}me Bovet and
Gregorio Mart\'{i}nez P\'{e}rez and
Burkhard Stiller},
url = {https://doi.org/10.48550/arXiv.2212.14647},
doi = {10.48550/arXiv.2212.14647},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2212.14647},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/compsec/BernalCP22,
title = {Neuronal Jamming cyberattack over invasive BCIs affecting the resolution
of tasks requiring visual capabilities},
author = {Sergio L\'{o}pez Bernal and
Alberto Huertas Celdr\'{a}n and
Gregorio Mart\'{i}nez P\'{e}rez},
url = {https://doi.org/10.1016/j.cose.2021.102534},
doi = {10.1016/j.cose.2021.102534},
year = {2022},
date = {2022-01-01},
journal = {Comput. Secur.},
volume = {112},
pages = {102534},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/corr/abs-2212-14677,
title = {Adversarial attacks and defenses on ML- and hardware-based IoT device
fingerprinting and identification},
author = {Pedro Miguel S\'{a}nchez S\'{a}nchez and
Alberto Huertas Celdr\'{a}n and
G\'{e}r\^{o}me Bovet and
Gregorio Mart\'{i}nez P\'{e}rez},
url = {https://doi.org/10.48550/arXiv.2212.14677},
doi = {10.48550/arXiv.2212.14677},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2212.14677},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/csi/ValeroSPCP22,
title = {Toward pre-standardization of reputation-based trust models beyond
5G},
author = {Jos\'{e} Mar\'{i}a Jorquera Valero and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
Manuel Gil P\'{e}rez and
Alberto Huertas Celdr\'{a}n and
Gregorio Mart\'{i}nez P\'{e}rez},
url = {https://doi.org/10.1016/j.csi.2021.103596},
doi = {10.1016/j.csi.2021.103596},
year = {2022},
date = {2022-01-01},
journal = {Comput. Stand. Interfaces},
volume = {81},
pages = {103596},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/csur/BernalCPBB21,
title = {Security in Brain-Computer Interfaces: State-of-the-Art, Opportunities,
and Future Challenges},
author = {Sergio L\'{o}pez Bernal and
Alberto Huertas Celdr\'{a}n and
Gregorio Mart\'{i}nez P\'{e}rez and
Michael Taynnan Barros and
Sasitharan Balasubramaniam},
url = {https://doi.org/10.1145/3427376},
doi = {10.1145/3427376},
year = {2022},
date = {2022-01-01},
journal = {ACM Comput. Surv.},
volume = {54},
number = {1},
pages = {11:1--11:35},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/eswa/BeltranPBPC22,
title = {SAFECAR: A Brain-Computer Interface and intelligent framework
to detect drivers' distractions},
author = {Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n and
Mario Quiles P\'{e}rez and
Sergio L\'{o}pez Bernal and
Gregorio Mart\'{i}nez P\'{e}rez and
Alberto Huertas Celdr\'{a}n},
url = {https://doi.org/10.1016/j.eswa.2022.117402},
doi = {10.1016/j.eswa.2022.117402},
year = {2022},
date = {2022-01-01},
journal = {Expert Syst. Appl.},
volume = {203},
pages = {117402},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/jnsm/ValeroSLHPSCP22,
title = {Design of a Security and Trust Framework for 5G Multi-domain Scenarios},
author = {Jos\'{e} Mar\'{i}a Jorquera Valero and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
Alexios Lekidis and
Javier Fernandez Hidalgo and
Manuel Gil P\'{e}rez and
Muhammad Shuaib Siddiqui and
Alberto Huertas Celdr\'{a}n and
Gregorio Mart\'{i}nez P\'{e}rez},
url = {https://doi.org/10.1007/s10922-021-09623-7},
doi = {10.1007/s10922-021-09623-7},
year = {2022},
date = {2022-01-01},
journal = {J. Netw. Syst. Manag.},
volume = {30},
number = {1},
pages = {7},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{DBLP:journals/tii/LopezCEPM22,
title = {A Supervised ML Biometric Continuous Authentication System for Industry
4.0},
author = {Juan Manuel Esp\'{i}n L\'{o}pez and
Alberto Huertas Celdr\'{a}n and
Francisco Esquembre and
Gregorio Mart\'{i}nez P\'{e}rez and
Javier G. Mar\'{i}n-Bl\'{a}zquez},
url = {https://doi.org/10.1109/TII.2022.3171321},
doi = {10.1109/TII.2022.3171321},
year = {2022},
date = {2022-01-01},
journal = {IEEE Trans. Ind. Informatics},
volume = {18},
number = {12},
pages = {9132--9140},
keywords = {},
pubstate = {published},
tppubtype = {article}
}