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pro vyhledávání: '"Perez, Manuel A."'
The growing interest in cybersecurity has significantly increased articles designing and implementing various Cyber Deception (CYDEC) mechanisms. This trend reflects the urgent need for new strategies to address cyber threats effectively. Since its e
Externí odkaz:
http://arxiv.org/abs/2409.07194
Cybersecurity is developing rapidly, and new methods of defence against attackers are appearing, such as Cyber Deception (CYDEC). CYDEC consists of deceiving the enemy who performs actions without realising that he/she is being deceived. This article
Externí odkaz:
http://arxiv.org/abs/2402.09191
Autor:
Beltrán, Enrique Tomás Martínez, Sánchez, Pedro Miguel Sánchez, Bernal, Sergio López, Bovet, Gérôme, Pérez, Manuel Gil, Pérez, Gregorio Martínez, Celdrán, Alberto Huertas
The rise of Decentralized Federated Learning (DFL) has enabled the training of machine learning models across federated participants, fostering decentralized model aggregation and reducing dependence on a server. However, this approach introduces uni
Externí odkaz:
http://arxiv.org/abs/2307.11730
Autor:
Beltrán, Enrique Tomás Martínez, Gómez, Ángel Luis Perales, Feng, Chao, Sánchez, Pedro Miguel Sánchez, Bernal, Sergio López, Bovet, Gérôme, Pérez, Manuel Gil, Pérez, Gregorio Martínez, Celdrán, Alberto Huertas
In 2016, Google proposed Federated Learning (FL) as a novel paradigm to train Machine Learning (ML) models across the participants of a federation while preserving data privacy. Since its birth, Centralized FL (CFL) has been the most used approach, w
Externí odkaz:
http://arxiv.org/abs/2306.09750
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges
Autor:
Beltrán, Enrique Tomás Martínez, Pérez, Mario Quiles, Sánchez, Pedro Miguel Sánchez, Bernal, Sergio López, Bovet, Gérôme, Pérez, Manuel Gil, Pérez, Gregorio Martínez, Celdrán, Alberto Huertas
In recent years, Federated Learning (FL) has gained relevance in training collaborative models without sharing sensitive data. Since its birth, Centralized FL (CFL) has been the most common approach in the literature, where a central entity creates a
Externí odkaz:
http://arxiv.org/abs/2211.08413
Publikováno v:
Proceedings of the VII Jornadas Nacionales de Investigaci\'on en Ciberseguridad, pp. 237-240, Bilbao, Spain (2022)
5G networks intend to cover user demands through multi-party collaborations in a secure and trustworthy manner. To this end, marketplaces play a pivotal role as enablers for network service consumers and infrastructure providers to offer, negotiate,
Externí odkaz:
http://arxiv.org/abs/2210.11517
Autor:
Valero, José María Jorquera, Sánchez, Pedro Miguel Sánchez, Pérez, Manuel Gil, Celdrán, Alberto Huertas, Pérez, Gregorio Martínez
Trust, security, and privacy are three of the major pillars to assemble the fifth generation network and beyond. Despite such pillars are principally interconnected, they arise a multitude of challenges to be addressed separately. 5G ought to offer f
Externí odkaz:
http://arxiv.org/abs/2210.11501
Autor:
Mainali, Kalidas, Sarker, Majher I., Sharma, Brajendra K., Mezbah UI Hoque, Mohammad, Han, Yinglei, Mullen, Charles A., Garcia-Perez, Manuel
Publikováno v:
In Journal of Environmental Management January 2025 373
Autor:
Gómez-Galán, Marta, Díaz-Pérez, Manuel, Rubio-Romero, Juan-Carlos, Callejón-Ferre, Ángel-Jesús
Publikováno v:
In International Journal of Industrial Ergonomics January 2025 105
Autor:
Sánchez-Pérez, Manuel, Marín-Carrillo, María Belén, Segovia-López, Cristina, Terán-Yépez, Eduardo
Publikováno v:
In Journal of Business Research January 2025 186