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Ruiz Villafranca, Sergio sergio.rvillafranca@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Hybrid clustering-guided federated learning for robust intrusion detection in highly heterogeneous IoT environments

  • Garcia-Saez, Luis Miguel
  • Ruiz-Villafranca, Sergio
  • Roldan-Gomez, Jose
  • Carrillo-Mondejar, Javier
  • Martinez, Jose Luis

Computer Networks - 1/5/2026

10.1016/j.comnet.2026.112205 View at source

  • ISSN 13891286

Poisoning-Resilient Federated Learning for MEC-IoT Environments Using Blockchain

  • García-Sáez, Luis Miguel
  • Ruiz-Villafranca, Sergio
  • Roldán-Gómez, José
  • Carrillo-Mondéjar, Javier
  • Martínez, José Luis

ACM Transactions on Internet Technology (p. 1-30) - 13/9/2025

10.1145/3767740 View at source

  • ISSN 15335399

A self-contained emulator for the forensic examination of IoE scenarios

  • Ruiz-Villafranca, Sergio
  • Gomez, Juan Manuel Castelo
  • Carrillo-Mondejar, Javier
  • Roldan-Gomez, Jose
  • Martinez, Jose Luis Martinez

Ad Hoc Networks - 1/3/2025

10.1016/j.adhoc.2024.103718 View at source

  • ISSN 15708705

WFE-Tab: Overcoming limitations of TabPFN in IIoT-MEC environments with a weighted fusion ensemble-TabPFN model for improved IDS performance

  • Ruiz-Villafranca, Sergio
  • Roldan-Gomez, Jose
  • Carrillo-Mondejar, Javier
  • Martinez, Jose Luis
  • Ganan, Carlos H

Future Generation Computer Systems-The International Journal of eScience - 21/1/2025

10.1016/j.future.2025.107707 View at source

  • ISSN 0167739X

A TabPFN-based intrusion detection system for the industrial internet of things

  • Ruiz-Villafranca, Sergio
  • Roldan-Gomez, Jose
  • Gomez, Juan Manuel Castelo
  • Carrillo-Mondejar, Javier
  • Martinez, Jose Luis

Journal Of Supercomputing (p. 20080-20117) - 1/9/2024

10.1007/s11227-024-06166-x View at source

  • ISSN 09208542

A forensic tool for the identification, acquisition and analysis of sources of evidence in IoT investigations

  • Ruiz-Villafranca, Sergio
  • Gomez, Juan Manuel Castelo
  • Roldan-Gomez, Jose

Internet Of Things - 1/10/2024

10.1016/j.iot.2024.101308 View at source

  • ISSN 25431536

Integrating the edge computing paradigm into the development of IoT forensic methodologies

  • Gomez, Juan Manuel Castelo
  • Ruiz-Villafranca, Sergio

International Journal Of Information Security (p. 1093-1116) - 1/1/2024

10.1007/s10207-023-00776-x View at source

  • ISSN 16155262

Stories from a Customized Honeypot for the IoT

  • Carrillo-Mondejar, Javier
  • Roldan-Gomez, Jose
  • Gomez, Juan Manuel Castelo
  • Villafranca, Sergio Ruiz
  • Suarez-Tangil, Guillermo

Journal Of Internet Technology (p. 117-127) - 1/1/2024

10.53106/160792642024012501010 View at source

  • ISSN 16079264

FORENSIC ANALYSIS OF THE IOT OPERATING SYSTEM UBUNTU CORE

  • Castelo Gomez, Juan Manuel
  • Roldan-Gomez, Jose
  • Ruiz-Villafranca, Sergio
  • del Amo Minguez, Alvaro

Computing And Informatics (p. 529-560) - 1/1/2024

10.31577/cai_2024_3_529 View at source

  • ISSN 13359150

A MEC-IIoT intelligent threat detector based on machine learning boosted tree algorithms

  • Ruiz-Villafranca, Sergio
  • Roldan-Gomez, Jose
  • Carrillo-Mondejar, Javier
  • Gomez, Juan Manuel Castelo
  • Villalon, Jose Miguel

Computer Networks - 1/9/2023

10.1016/j.comnet.2023.109868 View at source

  • ISSN 13891286

This researcher has no books.

This researcher has no book chapters.

A Review of "A TabPFN-based intrusion detection system for the industrial internet of things"

  • RUIZ VILLAFRANCA, SERGIO

4/6/2025

  • iMarina

Adaptive Federated Learning-Based Architecture for Intrusion Detection in IoT/IIoT Environments

  • Luis MIguel Garcia Sáez;Sergio Ruiz Villafranca;José Roldán Gómez;Javier Carrillo Mondéjar;Jose Luis Martínez Martínez

5/10/2025

10.01109/smc58881.2025 View at source

Automatizando las Investigaciones Forenses en Entornos IoT Mediante el Análisis del Tráfico de Red en Tiempo Real

  • CASTELO GOMEZ, JUAN MANUEL

15/6/2023

  • iMarina

FENIoT: Un nodo edge computing para las investigaciones forenses en el Internet de las Cosas.

  • CASTELO GOMEZ, JUAN MANUEL

29/6/2022

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Arquitectura de sistemas distribuidos heterogéneos y jerárquicos basada en la colaboración entre Internet of Everything, Multi-Access Edge Computing y Datacenters (DIARMUID)

  • RUIZ VILLAFRANCA, SERGIO (Miembro del equipo de trabajo)
  • José Luis Martínez Martínez (Investigador principal (IP))

Period: 01-09-2025 - 31-08-2029

  • iMarina

I-CONDA (Intelligent edge and cloud Computing Orchestration in multi-access radio Networks for Delay sensitive Applications)

  • RUIZ VILLAFRANCA, SERGIO (Miembro del equipo de trabajo)
  • Estefanía Coronado Calero (Investigador principal (IP))

Period: 01-09-2023 - 31-08-2026

  • iMarina

DESARROLLO Y MEJORA DE APLICACIONES, SERVICIOS E INFRAESTRUCTURAS EN HPC Y CENTROS DE DATOS

  • RUIZ VILLAFRANCA, SERGIO (Miembro del equipo de trabajo)

Period: 01-09-2022 - 31-08-2025

  • iMarina

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 5/15/26 11:17 AM