Lorenzo Fernández Maimó

36 papers A 1C 1Journal 23Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dynamic Management of a Deep Learning-Based Anomaly Detection System for 5G Networks. CoRR Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez
2026	J	`jnl`	ShaTS: a Shapley-based explainability method for time series artificial intelligence models. Future Gener. Comput. Syst. Manuel Franco de la Peña, Ángel Luis Perales Gómez, Lorenzo Fernández Maimó
2025	J	`jnl`	Detection of Adversarial Attacks Using Deep Learning and Features Extracted From Interpretability Methods in Industrial Scenarios. IEEE Access Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente
2025	J	`jnl`	EEG channel reconstruction using convolutional neural networks in limited BCIs: A proposed method for neuromarketing applications. Appl. Soft Comput. Mario Quiles Pérez, Sergio López Bernal, Eduardo Horna Prat, Luis Montesano Del Campo, Lorenzo Fernández Maimó, Alberto Huertas Celdrán
2025	J	`jnl`	Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER. CoRR Pedro Almansa Jiménez, Lorenzo Fernández Maimó, Ángel Luis Perales Gómez
2025	J	`jnl`	ShaTS: A Shapley-based Explainability Method for Time Series Artificial Intelligence Models applied to Anomaly Detection in Industrial Internet of Things. CoRR Manuel Franco de la Peña, Ángel Luis Perales Gómez, Lorenzo Fernández Maimó
2024	—	`conf`	Advancing Threat Detection in Fog Computing: A Comprehensive Approach to Real-Time Analysis and Model Generation. FMEC Lucía Cuadrillero Paredes, Ángel Luis Perales Gómez, Óscar Cánovas, Lorenzo Fernández Maimó, Félix J. García Clemente
2024	J	`jnl`	Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges. Inf. Fusion Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Eduardo Horna Prat, Luis Montesano Del Campo, Lorenzo Fernández Maimó, Alberto Huertas Celdrán
2023	J	`jnl`	An interpretable semi-supervised system for detecting cyberattacks using anomaly detection in industrial scenarios. IET Inf. Secur. Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente
2023	J	`jnl`	SUSAN: A Deep Learning based anomaly detection framework for sustainable industry. Sustain. Comput. Informatics Syst. Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente
2023	J	`jnl`	VAASI: Crafting valid and abnormal adversarial samples for anomaly detection systems in industrial scenarios. J. Inf. Secur. Appl. Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente
2022	J	`jnl`	A Methodology for Evaluating the Robustness of Anomaly Detectors to Adversarial Attacks in Industrial Scenarios. IEEE Access Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Félix J. García Clemente, Javier Alejandro Maroto Morales, Alberto Huertas Celdrán, Gérôme Bovet
2021	J	`jnl`	AuthCODE: A privacy-preserving and multi-device continuous authentication architecture based on machine and deep learning. Comput. Secur. Pedro Miguel Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Gregorio Martínez Pérez
2021	—	`conf`	Crafting Adversarial Samples for Anomaly Detectors in Industrial Control Systems. ANT/EDI40 Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, Frances Cleary
2021	J	`jnl`	SafeMan: A unified framework to manage cybersecurity and safety in manufacturing industry. Softw. Pract. Exp. Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, Manuel Gil Pérez, Gregorio Martínez Pérez
2020	J	`jnl`	AuthCODE: A Privacy-preserving and Multi-device Continuous Authentication Architecture based on Machine and Deep Learning. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Gregorio Martínez Pérez
2020	J	`jnl`	Cyberattacks on Miniature Brain Implants to Disrupt Spontaneous Neural Signaling. IEEE Access Sergio López Bernal, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Michael Taynnan Barros, Sasitharan Balasubramaniam, Gregorio Martínez Pérez
2020	J	`jnl`	Cyberattacks on Miniature Brain Implants to Disrupt Spontaneous Neural Signaling. CoRR Sergio López Bernal, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Michael Taynnan Barros, Sasitharan Balasubramaniam, Gregorio Martínez Pérez
2020	J	`jnl`	MADICS: A Methodology for Anomaly Detection in Industrial Control Systems. Symmetry Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente
2019	J	`jnl`	Dynamic management of a deep learning-based anomaly detection system for 5G networks. J. Ambient Intell. Humaniz. Comput. Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez
2019	J	`jnl`	Intelligent and Dynamic Ransomware Spread Detection and Mitigation in Integrated Clinical Environments. Sensors Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Ángel Luis Perales Gómez, Félix J. García Clemente, James Weimer, Insup Lee
2019	J	`jnl`	On the Generation of Anomaly Detection Datasets in Industrial Control Systems. IEEE Access Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, Cristian Cadenas Sarmiento, Carlos Javier Del Canto Masa, Rubén Méndez Nistal
2019	—	`conf`	Securing Smart Offices Through an Intelligent and Multi-device Continuous Authentication System. iSCI Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Gregorio Martínez Pérez, Guojun Wang
2018	J	`jnl`	A Self-Adaptive Deep Learning-Based System for Anomaly Detection in 5G Networks. IEEE Access Lorenzo Fernández Maimó, Ángel Luis Perales Gómez, Félix J. García Clemente, Manuel Gil Pérez, Gregorio Martínez Pérez
2018	J	`jnl`	Improving the Security and QoE in Mobile Devices through an Intelligent and Adaptive Continuous Authentication System. Sensors José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Marcos Arjona Fernández, Sergio De Los Santos Vílchez, Gregorio Martínez Pérez
2017	J	`jnl`	Efficient planar affine canonicalization. Pattern Recognit. Alberto Ruiz, Pedro E. López-de-Teruel, Lorenzo Fernández Maimó
2017	—	`conf`	On the performance of a deep learning-based anomaly detection system for 5G networks. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Lorenzo Fernández Maimó, Félix J. García Clemente, Manuel Gil Pérez, Gregorio Martínez Pérez
2012	—	`conf`	An Experience of Early Initiation to Parallelism in the Computing Engineering Degree at the University of Murcia, Spain. IPDPS Workshops Manuel E. Acacio, Javier Cuenca, Lorenzo Fernández Maimó, Ricardo Fernández-Pascual, Joaquín Cervera, Domingo Giménez, M. Carmen Garrido, Juan A. Sánchez-Laguna, José Guillén, Juan Alejandro Palomino Benito, María-Eugenia Requena
2008	—	`conf`	Estimating 3D facial pose in video with just three points. CVPR Workshops Ginés García-Mateos, Alberto Ruiz, Pedro E. López-de-Teruel, Antonio L. Rodríguez, Lorenzo Fernández Maimó
2008	—	`conf`	QVision, a Development Framework for Real-time Computer Vision and Image Processing Research. IPCV Antonio L. Rodríguez, Pedro E. López-de-Teruel, Alberto Ruiz, Ginés García-Mateos, Lorenzo Fernández Maimó
2006	—	`conf`	Efficient Monocular 3D Reconstruction from Segments for Visual Navigation in Structured Environments. ICPR (1) Pedro E. López-de-Teruel, Alberto Ruiz, Lorenzo Fernández Maimó
2006	C	`conf`	GeoBot: A High Level Visual Perception Architecture for Autonomous Robots. ICVS Pedro E. López-de-Teruel, Alberto Ruiz, Lorenzo Fernández Maimó
2006	A	`conf`	Practical Planar Metric Rectification. BMVC Alberto Ruiz, Pedro E. López-de-Teruel, Lorenzo Fernández Maimó
2006	—	`conf`	Robust Homography Estimation from Planar Contours Based on Convexity. ECCV (1) Alberto Ruiz, Pedro E. López-de-Teruel, Lorenzo Fernández Maimó
2003	—	`conf`	Congestion Control for High Performance Virtual Cut-through Networks. Applied Informatics Lorenzo Fernández Maimó, José M. García
2001	—	`conf`	On Deadlock Frequency during Dynamic Reconfiguration in NOWs. Euro-Par Lorenzo Fernández Maimó, José M. García, Rafael Casado