Sergio Ruiz-Villafranca

12 papers B 1Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hybrid clustering-guided federated learning for robust intrusion detection in highly heterogeneous IoT environments.
Comput. Networks
Luis Miguel García-Sáez, Sergio Ruiz-Villafranca, José Roldán Gómez, Javier Carrillo Mondéjar, José Luis Martínez
2026 J jnl
Poisoning-Resilient Federated Learning for MEC-IoT Environments Using Blockchain.
ACM Trans. Internet Techn.
Luis Miguel García-Sáez, Sergio Ruiz-Villafranca, José Roldán Gómez, Javier Carrillo Mondéjar, José Luis Martínez
2025 J jnl
A self-contained emulator for the forensic examination of IoE scenarios.
Ad Hoc Networks
Sergio Ruiz-Villafranca, Juan Manuel Castelo Gómez, Javier Carrillo Mondéjar, José Roldán Gómez, José Luis Martínez
2025 B conf
Adaptive Federated Learning-Based Architecture for Intrusion Detection in IoT/IIoT Environments.
SMC
Luis Miguel García-Sáez, Sergio Ruiz-Villafranca, José Roldán Gómez, Javier Carrillo Mondéjar, José Luis Martínez
2025 Misc conf
Adaptive Weighted Ensemble Learning for Intrusion Detection in Industrial IoT and Edge Computing.
CSR
Sergio Ruiz-Villafranca, Luis Miguel García-Sáez, José Roldán Gómez, Javier Carrillo Mondéjar, Juan Manuel Castelo Gómez, José Luis Martínez
2025 J jnl
WFE-Tab: Overcoming limitations of TabPFN in IIoT-MEC environments with a weighted fusion ensemble-TabPFN model for improved IDS performance.
Future Gener. Comput. Syst.
Sergio Ruiz-Villafranca, José Roldán Gómez, Javier Carrillo Mondéjar, José Luis Martínez, Carlos Hernandez Gañán
2024 J jnl
A TabPFN-based intrusion detection system for the industrial internet of things.
J. Supercomput.
Sergio Ruiz-Villafranca, José Roldán Gómez, Juan Manuel Castelo Gómez, Javier Carrillo Mondéjar, José Luis Martínez
2024 J jnl
A forensic tool for the identification, acquisition and analysis of sources of evidence in IoT investigations.
Internet Things
Sergio Ruiz-Villafranca, Juan Manuel Castelo Gómez, José Roldán Gómez
2024 J jnl
Forensic Analysis of the IoT Operating System Ubuntu Core.
Comput. Informatics
Juan Manuel Castelo Gómez, José Roldán Gómez, Sergio Ruiz-Villafranca, Álvaro del Amo Mínguez
2024 J jnl
Integrating the edge computing paradigm into the development of IoT forensic methodologies.
Int. J. Inf. Sec.
Juan Manuel Castelo Gómez, Sergio Ruiz-Villafranca
2023 J jnl
A MEC-IIoT intelligent threat detector based on machine learning boosted tree algorithms.
Comput. Networks
Sergio Ruiz-Villafranca, José Roldán Gómez, Javier Carrillo Mondéjar, Juan Manuel Castelo Gómez, José Miguel Villalón Millán
2023 J jnl
MECInOT: a multi-access edge computing and industrial internet of things emulator for the modelling and study of cybersecurity threats.
J. Supercomput.
Sergio Ruiz-Villafranca, Javier Carrillo Mondéjar, Juan Manuel Castelo Gómez, José Roldán Gómez