Alberto Huertas Celdrán

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 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

Intelligent and Dynamic Ransomware Spread Detection and Mitigation in Integrated Clinical Environments

Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Ángel Luis Perales Gómez et al. · Sensors · 2019 · 121 citations · Full text

Engineering, Machine Learning, Information Security +20

On the Generation of Anomaly Detection Datasets in Industrial Control Systems

Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán et al. · IEEE Access · 2019 · 108 citations · Full text

Anomaly Detection, Machine Learning, Engineering +25

MADICS: A Methodology for Anomaly Detection in Industrial Control Systems

Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán et al. · Symmetry · 2020 · 76 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18