2023
|
Ángel Luis Perales Gómez;
Enrique Tomás Martínez Beltrán;
Pedro Miguel Sánchez Sánchez;
Alberto Huertas Celdrán TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data
Using Decentralized Federated Learning Journal Article CoRR, abs/2308.03554 , 2023. Links | BibTeX @article{DBLP:journals/corr/abs-2308-03554,
title = {TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data
Using Decentralized Federated Learning},
author = {\'{A}ngel Luis Perales G\'{o}mez and
Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
Alberto Huertas Celdr\'{a}n},
url = {https://doi.org/10.48550/arXiv.2308.03554},
doi = {10.48550/arXiv.2308.03554},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2308.03554},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Ángel Luis Perales Gómez;
Lorenzo Fernández Maimó;
Alberto Huertas Celdrán;
Félix J. García Clemente An interpretable semi-supervised system for detecting cyberattacks
using anomaly detection in industrial scenarios Journal Article IET Inf. Secur., 17 (4), pp. 553–566, 2023. Links | BibTeX @article{DBLP:journals/iet-ifs/GomezMCC23,
title = {An interpretable semi-supervised system for detecting cyberattacks
using anomaly detection in industrial scenarios},
author = {\'{A}ngel Luis Perales G\'{o}mez and
Lorenzo Fern\'{a}ndez Maim\'{o} and
Alberto Huertas Celdr\'{a}n and
F\'{e}lix J. Garc\'{i}a Clemente},
url = {https://doi.org/10.1049/ise2.12115},
doi = {10.1049/ise2.12115},
year = {2023},
date = {2023-01-01},
journal = {IET Inf. Secur.},
volume = {17},
number = {4},
pages = {553--566},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Ángel Luis Perales Gómez;
Lorenzo Fernández Maimó;
Alberto Huertas Celdrán;
Félix J. García Clemente SUSAN: A Deep Learning based anomaly detection framework for sustainable
industry Journal Article Sustain. Comput. Informatics Syst., 37 , pp. 100842, 2023. Links | BibTeX @article{DBLP:journals/suscom/GomezMCC23,
title = {SUSAN: A Deep Learning based anomaly detection framework for sustainable
industry},
author = {\'{A}ngel Luis Perales G\'{o}mez and
Lorenzo Fern\'{a}ndez Maim\'{o} and
Alberto Huertas Celdr\'{a}n and
F\'{e}lix J. Garc\'{i}a Clemente},
url = {https://doi.org/10.1016/j.suscom.2022.100842},
doi = {10.1016/j.suscom.2022.100842},
year = {2023},
date = {2023-01-01},
journal = {Sustain. Comput. Informatics Syst.},
volume = {37},
pages = {100842},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Enrique Tomás Martínez Beltrán;
Ángel Luis Perales Gómez;
Chao Feng;
Pedro Miguel Sánchez Sánchez;
Sergio López Bernal;
Gérôme Bovet;
Manuel Gil Pérez;
Gregorio Martínez Pérez;
Alberto Huertas Celdrán Fedstellar: A Platform for Decentralized Federated Learning Journal Article CoRR, abs/2306.09750 , 2023. Links | BibTeX @article{DBLP:journals/corr/abs-2306-09750,
title = {Fedstellar: A Platform for Decentralized Federated Learning},
author = {Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n and
\'{A}ngel Luis Perales G\'{o}mez and
Chao Feng 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.2306.09750},
doi = {10.48550/arXiv.2306.09750},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2306.09750},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2022
|
Ángel Luis Perales Gómez;
Pedro E. López-de-Teruel;
Alberto Ruiz;
Ginés García-Mateos;
Gregorio Bernabé García;
Félix J. García Clemente FARMIT: continuous assessment of crop quality using machine learning
and deep learning techniques for IoT-based smart farming Journal Article Clust. Comput., 25 (3), pp. 2163–2178, 2022. Links | BibTeX @article{DBLP:journals/cluster/GomezLRGGC22,
title = {FARMIT: continuous assessment of crop quality using machine learning
and deep learning techniques for IoT-based smart farming},
author = {\'{A}ngel Luis Perales G\'{o}mez and
Pedro E. L\'{o}pez-de-Teruel and
Alberto Ruiz and
Gin\'{e}s Garc\'{i}a-Mateos and
Gregorio Bernab\'{e} Garc\'{i}a and
F\'{e}lix J. Garc\'{i}a Clemente},
url = {https://doi.org/10.1007/s10586-021-03489-9},
doi = {10.1007/s10586-021-03489-9},
year = {2022},
date = {2022-01-01},
journal = {Clust. Comput.},
volume = {25},
number = {3},
pages = {2163--2178},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Ángel Luis Perales Gómez;
Lorenzo Fernández Maimó;
Félix J. García Clemente;
Javier Alejandro Maroto Morales;
Alberto Huertas Celdrán;
Gérôme Bovet A Methodology for Evaluating the Robustness of Anomaly Detectors to
Adversarial Attacks in Industrial Scenarios Journal Article IEEE Access, 10 , pp. 124582–124594, 2022. Links | BibTeX @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}
}
|
2021
|
Ángel Luis Perales Gómez;
Lorenzo Fernández Maimó;
Alberto Huertas Celdrán;
Félix J. García Clemente;
Frances Cleary Crafting Adversarial Samples for Anomaly Detectors in Industrial Control
Systems Inproceedings Shakshuki, Elhadi M; Yasar, Ansar-Ul-Haque (Ed.): The 12th International Conference on Ambient Systems, Networks and
Technologies (ANT 2021) / The 4th International Conference on Emerging
Data and Industry 4.0 (EDI40 2021) / Affiliated Workshops, March
23-26, 2021, Warsaw, Poland, pp. 573–580, Elsevier, 2021. Links | BibTeX @inproceedings{DBLP:conf/ant/GomezMCCC21,
title = {Crafting Adversarial Samples for Anomaly Detectors in Industrial Control
Systems},
author = {\'{A}ngel Luis Perales G\'{o}mez and
Lorenzo Fern\'{a}ndez Maim\'{o} and
Alberto Huertas Celdr\'{a}n and
F\'{e}lix J. Garc\'{i}a Clemente and
Frances Cleary},
editor = {Elhadi M. Shakshuki and
Ansar-Ul-Haque Yasar},
url = {https://doi.org/10.1016/j.procs.2021.03.072},
doi = {10.1016/j.procs.2021.03.072},
year = {2021},
date = {2021-01-01},
booktitle = {The 12th International Conference on Ambient Systems, Networks and
Technologies (ANT 2021) / The 4th International Conference on Emerging
Data and Industry 4.0 (EDI40 2021) / Affiliated Workshops, March
23-26, 2021, Warsaw, Poland},
volume = {184},
pages = {573--580},
publisher = {Elsevier},
series = {Procedia Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ángel Luis Perales Gómez;
Lorenzo Fernández Maimó;
Alberto Huertas Celdrán;
Félix J. García Clemente;
Manuel Gil Pérez;
Gregorio Martínez Pérez SafeMan: A unified framework to manage cybersecurity and safety
in manufacturing industry Journal Article Softw. Pract. Exp., 51 (3), pp. 607–627, 2021. Links | BibTeX @article{DBLP:journals/spe/GomezMCCPP21,
title = {SafeMan: A unified framework to manage cybersecurity and safety
in manufacturing industry},
author = {\'{A}ngel Luis Perales G\'{o}mez and
Lorenzo Fern\'{a}ndez Maim\'{o} and
Alberto Huertas Celdr\'{a}n and
F\'{e}lix J. Garc\'{i}a Clemente and
Manuel Gil P\'{e}rez and
Gregorio Mart\'{i}nez P\'{e}rez},
url = {https://doi.org/10.1002/spe.2879},
doi = {10.1002/spe.2879},
year = {2021},
date = {2021-01-01},
journal = {Softw. Pract. Exp.},
volume = {51},
number = {3},
pages = {607--627},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2020
|
Ángel Luis Perales Gómez;
Lorenzo Fernández Maimó;
Alberto Huertas Celdrán;
Félix J. García Clemente MADICS: A Methodology for Anomaly Detection in Industrial Control
Systems Journal Article Symmetry, 12 (10), pp. 1583, 2020. Links | BibTeX @article{DBLP:journals/symmetry/GomezMCC20,
title = {MADICS: A Methodology for Anomaly Detection in Industrial Control
Systems},
author = {\'{A}ngel Luis Perales G\'{o}mez and
Lorenzo Fern\'{a}ndez Maim\'{o} and
Alberto Huertas Celdr\'{a}n and
F\'{e}lix J. Garc\'{i}a Clemente},
url = {https://doi.org/10.3390/sym12101583},
doi = {10.3390/sym12101583},
year = {2020},
date = {2020-01-01},
journal = {Symmetry},
volume = {12},
number = {10},
pages = {1583},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Pedro Miguel Sánchez Sánchez;
José María Jorquera Valero;
Mattia Zago;
Alberto Huertas Celdrán;
Lorenzo Fernández Maimó;
Eduardo López Bernal;
Sergio López Bernal;
Javier Martínez Valverde;
Pantaleone Nespoli;
Javier Pastor-Galindo;
Ángel Luis Perales Gómez;
Manuel Gil Pérez;
Gregorio Martínez Pérez BEHACOM Miscellaneous urlhttps://doi.org/10.21227/hc9m-q842, 2020, (Accessed on YYYY-MM-DD.). Links | BibTeX @misc{DBLP:data/10/SanchezVZCMBBVNPGPP20,
title = {BEHACOM},
author = {Pedro Miguel S\'{a}nchez S\'{a}nchez and
Jos\'{e} Mar\'{i}a Jorquera Valero and
Mattia Zago and
Alberto Huertas Celdr\'{a}n and
Lorenzo Fern\'{a}ndez Maim\'{o} and
Eduardo L\'{o}pez Bernal and
Sergio L\'{o}pez Bernal and
Javier Mart\'{i}nez Valverde and
Pantaleone Nespoli and
Javier Pastor-Galindo and
\'{A}ngel Luis Perales G\'{o}mez and
Manuel Gil P\'{e}rez and
Gregorio Mart\'{i}nez P\'{e}rez},
url = {https://doi.org/10.21227/hc9m-q842},
doi = {10.21227/hc9m-q842},
year = {2020},
date = {2020-01-01},
publisher = {IEEE DataPort},
howpublished = {urlhttps://doi.org/10.21227/hc9m-q842},
note = {Accessed on YYYY-MM-DD.},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
|
