2023
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Enrique Tomás Martínez Beltrán;
Pedro Miguel Sánchez Sánchez;
Sergio López Bernal;
Gérôme Bovet;
Manuel Gil Pérez;
Gregorio Martínez Pérez;
Alberto Huertas Celdrán Fedstellar: A Platform for Training Models in a Privacy-preserving
and Decentralized Fashion Inproceedings Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao,
SAR, China, pp. 7154–7157, ijcai.org, 2023. Links | BibTeX @inproceedings{DBLP:conf/ijcai/BeltranSBBPPC23,
title = {Fedstellar: A Platform for Training Models in a Privacy-preserving
and Decentralized Fashion},
author = {Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n 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/10.24963/ijcai.2023/838},
doi = {10.24963/ijcai.2023/838},
year = {2023},
date = {2023-01-01},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {7154--7157},
publisher = {ijcai.org},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Alberto Huertas Celdrán;
Jan von der Assen;
Konstantin Moser;
Pedro Miguel Sánchez Sánchez;
Gérôme Bovet;
Gregorio Martínez Pérez;
Burkhard Stiller Early Detection of Cryptojacker Malicious Behaviors on IoT Crowdsensing
Devices Inproceedings NOMS 2023, IEEE/IFIP Network Operations and Management Symposium,
Miami, FL, USA, May 8-12, 2023, pp. 1–8, IEEE, 2023. Links | BibTeX @inproceedings{DBLP:conf/noms/CeldranAMSBPS23,
title = {Early Detection of Cryptojacker Malicious Behaviors on IoT Crowdsensing
Devices},
author = {Alberto Huertas Celdr\'{a}n and
Jan von der Assen and
Konstantin Moser and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
G\'{e}r\^{o}me Bovet and
Gregorio Mart\'{i}nez P\'{e}rez and
Burkhard Stiller},
url = {https://doi.org/10.1109/NOMS56928.2023.10154392},
doi = {10.1109/NOMS56928.2023.10154392},
year = {2023},
date = {2023-01-01},
booktitle = {NOMS 2023, IEEE/IFIP Network Operations and Management Symposium,
Miami, FL, USA, May 8-12, 2023},
pages = {1--8},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Pedro Miguel Sánchez Sánchez;
Alberto Huertas Celdrán;
Ning Xie;
Gérôme Bovet;
Gregorio Martínez Pérez;
Burkhard Stiller FederatedTrust: A Solution for Trustworthy Federated Learning Journal Article CoRR, abs/2302.09844 , 2023. Links | BibTeX @article{DBLP:journals/corr/abs-2302-09844,
title = {FederatedTrust: A Solution for Trustworthy Federated Learning},
author = {Pedro Miguel S\'{a}nchez S\'{a}nchez and
Alberto Huertas Celdr\'{a}n and
Ning Xie 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.2302.09844},
doi = {10.48550/arXiv.2302.09844},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2302.09844},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Pedro Miguel Sánchez Sánchez;
Alberto Huertas Celdrán;
Gérôme Bovet;
Gregorio Martínez Pérez Single-board Device Individual Authentication based on Hardware Performance
and Anomaly Detection for Crowdsensing Platforms Journal Article CoRR, abs/2306.08495 , 2023. Links | BibTeX @article{DBLP:journals/corr/abs-2306-08495,
title = {Single-board Device Individual Authentication based on Hardware Performance
and Anomaly Detection for Crowdsensing Platforms},
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.2306.08495},
doi = {10.48550/arXiv.2306.08495},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2306.08495},
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}
}
|
Jan von der Assen;
Alberto Huertas Celdrán;
Janik Luechinger;
Pedro Miguel Sánchez Sánchez;
Gérôme Bovet;
Gregorio Martínez Pérez;
Burkhard Stiller RansomAI: AI-powered Ransomware for Stealthy Encryption Journal Article CoRR, abs/2306.15559 , 2023. Links | BibTeX @article{DBLP:journals/corr/abs-2306-15559,
title = {RansomAI: AI-powered Ransomware for Stealthy Encryption},
author = {Jan von der Assen and
Alberto Huertas Celdr\'{a}n and
Janik Luechinger and
Pedro Miguel S\'{a}nchez S\'{a}nchez 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.2306.15559},
doi = {10.48550/arXiv.2306.15559},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2306.15559},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Enrique Tomás Martínez Beltrán;
Pedro Miguel Sánchez Sánchez;
Sergio López Bernal;
Gérôme Bovet;
Manuel Gil Pérez;
Gregorio Martínez Pérez;
Alberto Huertas Celdrán Mitigating Communications Threats in Decentralized Federated Learning
through Moving Target Defense Journal Article CoRR, abs/2307.11730 , 2023. Links | BibTeX @article{DBLP:journals/corr/abs-2307-11730,
title = {Mitigating Communications Threats in Decentralized Federated Learning
through Moving Target Defense},
author = {Enrique Tom\'{a}s Mart\'{i}nez Beltr\'{a}n 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.2307.11730},
doi = {10.48550/arXiv.2307.11730},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2307.11730},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Chao Feng;
Alberto Huertas Celdrán;
Pedro Miguel Sánchez Sánchez;
Jan Kreischer;
Jan von der Assen;
Gérôme Bovet;
Gregorio Martínez Pérez;
Burkhard Stiller CyberForce: A Federated Reinforcement Learning Framework for Malware
Mitigation Journal Article CoRR, abs/2308.05978 , 2023. Links | BibTeX @article{DBLP:journals/corr/abs-2308-05978,
title = {CyberForce: A Federated Reinforcement Learning Framework for Malware
Mitigation},
author = {Chao Feng and
Alberto Huertas Celdr\'{a}n and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
Jan Kreischer and
Jan von der Assen 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.2308.05978},
doi = {10.48550/arXiv.2308.05978},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2308.05978},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2022
|
Ramon Solo de Zaldivar;
Alberto Huertas Celdrán;
Jan von der Assen;
Pedro Miguel Sánchez Sánchez;
Gérôme Bovet;
Gregorio Martínez Pérez;
Burkhard Stiller MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor
Affected by Heterogeneous Malware Miscellaneous urlhttps://doi.org/10.21227/nvmb-eg69, 2022, (Accessed on YYYY-MM-DD.). Links | BibTeX @misc{DBLP:data/10/ZaldivarCASBPS22,
title = {MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor
Affected by Heterogeneous Malware},
author = {Ramon Solo de Zaldivar and
Alberto Huertas Celdr\'{a}n and
Jan von der Assen and
Pedro Miguel S\'{a}nchez S\'{a}nchez and
G\'{e}r\^{o}me Bovet and
Gregorio Mart\'{i}nez P\'{e}rez and
Burkhard Stiller},
url = {https://doi.org/10.21227/nvmb-eg69},
doi = {10.21227/nvmb-eg69},
year = {2022},
date = {2022-05-01},
publisher = {IEEE DataPort},
howpublished = {urlhttps://doi.org/10.21227/nvmb-eg69},
note = {Accessed on YYYY-MM-DD.},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
|
Enrique Tomás Martínez Beltrán;
Mario Quiles Pérez;
Sergio López Bernal;
Alberto Huertas Celdrán;
Gregorio Martínez Pérez Noise-based cyberattacks generating fake P300 waves in brain-computer
interfaces Journal Article Clust. Comput., 25 (1), pp. 33–48, 2022. Links | BibTeX @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}
}
|