SERGIO RUIZ VILLAFRANCA

Assistant Professor

Universidad Politécnica de Madrid

Spain

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Dr. Sergio Ruiz Villafranca is an Assistant Professor at Universidad Politécnica de Madrid, Spain. His research focuses on cybersecurity in IoT and industrial environments, with recent publications on federated learning, intrusion detection systems, and forensic examination of IoT scenarios. He has also contributed to the development of machine learning models and cybersecurity emulators to enhance threat detection in MEC-IoT contexts.

Articles (10)

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2024

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2023

Year:

2023

Collaborators (5)

Carlos Gañán

Delft University of Technology

NETHERLANDS

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Javier Carrillo-Mondéjar

Assistant professor

Universidad de Zaragoza

SPAIN

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José Roldán-Gómez

Assistant Professor

Universidad de Zaragoza

SPAIN

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José Miguel Villalón Millán

Profesor Contratado Doctor

University of Castilla-La Mancha

SPAIN

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Juan Manuel Castelo Gómez

Assistant Professor

Universidad Politécnica de Madrid

SPAIN

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SERGIO RUIZ VILLAFRANCA

Research Interests

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About

Articles (10)

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

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

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

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

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

FORENSIC ANALYSIS OF THE IOT OPERATING SYSTEM UBUNTU CORE

Stories from a Customized Honeypot for the IoT

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

MECInOT: a multi-access edge computing and industrial internet of things emulator for the modelling and study of cybersecurity threats

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

Collaborators (5)

Carlos Gañán

Javier Carrillo-Mondéjar

José Roldán-Gómez

José Miguel Villalón Millán

Juan Manuel Castelo Gómez

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