Manuel Gil Pérez

Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges

Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez et al. · IEEE Communications Surveys & Tutorials · 2023 · 425 citations

Decentralized Machine Learning, Dfl Frameworks, Data Science +15

A Self-Adaptive Deep Learning-Based System for Anomaly Detection in 5G Networks

Lorenzo Fernández Maimó, Ángel Luis Perales Gómez, Félix J. García Clemente et al. · IEEE Access · 2018 · 295 citations · Full text

Anomaly Detection, Machine Learning, Engineering +19

A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets

Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán et al. · IEEE Communications Surveys & Tutorials · 2021 · 131 citations · Full text

Mobile Security, Engineering, Machine Learning +25

SeCoMan: A Semantic-Aware Policy Framework for Developing Privacy-Preserving and Context-Aware Smart Applications

Alberto Huertas Celdrán, Félix J. García Clemente, Manuel Gil Pérez et al. · IEEE Systems Journal · 2014 · 75 citations

Web Of Thing, Engineering, Information Security +20

Dynamic management of a deep learning-based anomaly detection system for 5G networks

Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Manuel Gil Pérez et al. · Journal of Ambient Intelligence and Humanized Computing · 2018 · 75 citations · Full text

Engineering, Anomaly Detection, Machine Learning +3