Zobrazeno 1 - 10
of 1 800
pro vyhledávání: '"Mármol, P."'
Autor:
Campos, Enrique Mármol, Vidal, Aurora González, Ramos, José Luis Hernández, Skarmeta, Antonio
Federated Learning (FL) has become an attractive approach to collaboratively train Machine Learning (ML) models while data sources' privacy is still preserved. However, most of existing FL approaches are based on supervised techniques, which could re
Externí odkaz:
http://arxiv.org/abs/2405.09903
Autor:
Bachmann, Bernhard, Bonaventura, Luca, Casella, Francesco, Fernández-García, Soledad, Gómez-Mármol, Macarena
We present an approach for the efficient implementation of self-adjusting multi-rate Runge-Kutta methods and we extend the previously available stability analyses of these methods to the case of an arbitrary number of sub-steps for the active compone
Externí odkaz:
http://arxiv.org/abs/2405.02139
Autor:
Campos, Enrique Mármol, Vidal, Aurora González, Ramos, José Luis Hernández, Skarmeta, Antonio
Federated Learning (FL) represents a promising approach to typical privacy concerns associated with centralized Machine Learning (ML) deployments. Despite its well-known advantages, FL is vulnerable to security attacks such as Byzantine behaviors and
Externí odkaz:
http://arxiv.org/abs/2402.10082
Autor:
Pastor-Galindo, Javier, Sandlin, Hông-Ân, Mármol, Félix Gómez, Bovet, Gérôme, Pérez, Gregorio Martínez
The dark web has become notorious for its association with illicit activities and there is a growing need for systems to automate the monitoring of this space. This paper proposes an end-to-end scalable architecture for the early identification of ne
Externí odkaz:
http://arxiv.org/abs/2401.13320
There is no denying that the use of Information Technology (IT) is undergoing exponential growth in today's world. This digital transformation has also given rise to a multitude of security challenges, notably in the realm of cybercrime. In response
Externí odkaz:
http://arxiv.org/abs/2312.06229
We study an alternative definition of the $H_1$-space associated to a semicommutative von Neumann algebra $L_\infty(\mathbb{R}) \overline{\otimes} \mathcal{M}$, first studied by Mei. We identify a "new" description for atoms in $H_1$. We then explain
Externí odkaz:
http://arxiv.org/abs/2309.01266
Publikováno v:
Con A de Animación, Iss 19, Pp 114-132 (2024)
Animation has been employed as a productive and subtle means to represent Post-Traumatic Stress Disorder (PTSD) and historical trauma. The aim of this article is to study the narrative, visual, and psycho-affective strategies of both phenomena throug
Externí odkaz:
https://doaj.org/article/ddc14b823bab4c0bbeda2d55eac75120
Autor:
Hernandez-Ramos, Jose L., Karopoulos, Georgios, Chatzoglou, Efstratios, Kouliaridis, Vasileios, Marmol, Enrique, Gonzalez-Vidal, Aurora, Kambourakis, Georgios
The evolution of cybersecurity is undoubtedly associated and intertwined with the development and improvement of artificial intelligence (AI). As a key tool for realizing more cybersecure ecosystems, Intrusion Detection Systems (IDSs) have evolved tr
Externí odkaz:
http://arxiv.org/abs/2308.09522
In our generation, there is an undoubted rise in the use of social media and specifically photo and video sharing platforms. These sites have proved their ability to yield rich data sets through the users' interaction which can be used to perform a d
Externí odkaz:
http://arxiv.org/abs/2307.01756
We present in this paper the results of a research motivated by the need of a very fast solution of thermal flow in solar receivers. These receivers are composed by a large number of parallel pipes with the same geometry. We have introduced a reduced
Externí odkaz:
http://arxiv.org/abs/2305.19199