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Enrique Tomás Martínez Beltrán
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Enrique Tomás Martínez Beltrán

Postdoctoral research in AI, cybersecurity and federated learning, spanning threat analysis, closed-loop cyberdefense and trustworthy decentralized learning.

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  2. Artificial Intelligence, Cybersecurity & Federated Learning Research

Artificial Intelligence, Cybersecurity & Federated Learning Research

Projects using AI and federated learning to address threat detection, trustworthy automation and cyberdefense in distributed environments.

DEFENDIS: Decentralized Federated Learning for IoT Device Identification and Security
DEFENDIS

DEFENDIS: Decentralized Federated Learning for IoT Device Identification and Security

DEFENDIS develops a framework for uniquely identifying IoT devices in a distributed manner while solving security threats through decentralized federated learning.

Period
Apr 2023 / Nov 2023
Status
Completed
Institutional role
Cybersecurity and Data Science Lab
Partners
CyberDataLab, armasuisse
Outcome
A defense-oriented approach to privacy-preserving IoT identification at the edge.
Decentralized Federated LearningAdversarial MLIoT Security+2
View Project
EU-GUARDIAN: European Framework and Proofs-of-concept for the Intelligent Automation of Cyber Defence Incident Management
EU-GUARDIAN

EU-GUARDIAN: European Framework and Proofs-of-concept for the Intelligent Automation of Cyber Defence Incident Management

A European research project on methods and proofs of concept for supporting cyber defence incident management.

Period
Dec 2022 / Nov 2025
Status
Completed
Institutional role
Academic partner
Partners
University of Murcia, EDF consortium
Outcome
A European research project on methods and proofs of concept for supporting cyber defence incident management.
AICyberdefenseAutomation
View Project
ROBUST-6G: Smart, Automated and Reliable Security Service Platform for 6G
ROBUST-6G

ROBUST-6G: Smart, Automated and Reliable Security Service Platform for 6G

ROBUST-6G studies security mechanisms for 6G systems, including monitoring, secure data management, trustworthy AI services, federated learning, and threat response.

Period
Jan 2024 / Jun 2026
Status
Completed
Institutional role
Cybersecurity and Data Science Lab
Partners
CyberDataLab, ROBUST-6G consortium
Outcome
A Horizon Europe/SNS JU security service platform for adaptive and trustworthy 6G cyberdefense.
CybersecurityCyberdefenseTrustworthy AI+3
View Project
VALKYRIES: Harmonization and Pre-Standardization of and Tactical Coordinated procedures for First Aid Vehicles deployment on European multi-victim Disasters
VALKYRIES

VALKYRIES: Harmonization and Pre-Standardization of and Tactical Coordinated procedures for First Aid Vehicles deployment on European multi-victim Disasters

A modular, interoperable platform for coordinated emergency response in multi-victim disasters across European regions.

Period
Oct 2021 / Sep 2023
Status
Completed
Institutional role
Academic partner
Partners
University of Murcia, European consortium
Outcome
A modular, interoperable platform for coordinated emergency response in multi-victim disasters across European regions.
InteroperabilityBLOS Communications
View Project
CyberBrain: Cybersecurity in BCI for Advanced Driver Assistance
CYBERBRAIN

CyberBrain: Cybersecurity in BCI for Advanced Driver Assistance

A cybersecurity framework for Brain-Computer Interface systems in advanced driver assistance scenarios, focused on detecting and preventing attacks across the BCI lifecycle.

Period
2023 / 2025
Status
Completed
Institutional role
Academic partner
Partners
Bitbrain Technologies, University of Murcia
Outcome
A cybersecurity framework for Brain-Computer Interface systems in advanced driver assistance scenarios, focused on detecting and preventing attacks across the BCI lifecycle.
Brain-Computer InterfaceCybersecurity
View Project
ECYSAP EYE: European Cyber Situational Awareness Platform - Enhanced Cyberspace Operations
ECYSAP EYE

ECYSAP EYE: European Cyber Situational Awareness Platform - Enhanced Cyberspace Operations

An architectural evolution of the European cyber situational awareness platform into a modular System of Systems to support military missions.

Period
Dec 2024 / Jan 2028
Status
Active
Institutional role
Academic research partner
Partners
Indra, University of Murcia
Outcome
A collaborative EDF research context for cyberdefense situational awareness and system-of-systems design.
CybersecurityCyberdefenseSituational Awareness+1
View Project
COBRA V2: Gamified and Customizable Hyperrealistic Cyber Range Simulations of APTs
COBRA V2

COBRA V2: Gamified and Customizable Hyperrealistic Cyber Range Simulations of APTs

Develops adaptive training environments and realistic Advanced Persistent Threat (APT) simulation tools using gamification mechanics.

Period
Dec 2023 / Jun 2026
Status
Completed
Institutional role
Lead Research Entity
Partners
University of Murcia
Outcome
A defense R&D project focused on realistic cyber range training and adaptive exercise design.
CybersecurityCyberdefenseCyber Range+2
View Project
TITAN: Trustworthy and Intelligent Threat Analysis
TITAN

TITAN: Trustworthy and Intelligent Threat Analysis

A project with armasuisse Cyber-Defence Campus investigating trustworthy threat intelligence sharing and verification algorithms.

Period
Jan 2026 / Dec 2026
Status
Active
Institutional role
Academic partner
Partners
University of Murcia
Outcome
A project with armasuisse Cyber-Defence Campus investigating trustworthy threat intelligence sharing and verification algorithms.
CybersecurityThreat AnalysisTrustworthy AI+1
View Project
DECIMAL: DECentralized Intelligent Multimodal Adaptive Learning
DECIMAL

DECIMAL: DECentralized Intelligent Multimodal Adaptive Learning

A completed collaboration with armasuisse Cyber-Defence Campus that developed robust, resource-efficient and adaptive learning for multimodal sensor ecosystems.

Period
Jan 2025 / Dec 2025
Status
Completed
Institutional role
Academic partner
Partners
University of Murcia
Outcome
A completed collaboration with armasuisse Cyber-Defence Campus that developed robust, resource-efficient and adaptive learning for multimodal sensor ecosystems.
Decentralized Federated LearningMultimodal LearningAdaptive Systems+1
View Project
DATRIS: Decentralized AI for Trustworthy and Resource-efficient Intelligent Systems
DATRIS

DATRIS: Decentralized AI for Trustworthy and Resource-efficient Intelligent Systems

Developed decentralized AI solutions addressing computational constraints and trust validation under armasuisse Cyber-Defence Campus sponsorship.

Period
Jan 2024 / Dec 2024
Status
Completed
Institutional role
Academic partner
Partners
University of Murcia
Outcome
Developed decentralized AI solutions addressing computational constraints and trust validation under armasuisse Cyber-Defence Campus sponsorship.
Decentralized Federated LearningResource EfficiencyTrustworthy AI
View Project
Cybersecurity and Distributed Federated Learning
UZH DFL SEC

Cybersecurity and Distributed Federated Learning

An international research exchange program investigating threat mitigation models for node-to-node federated learning.

Period
Nov 2025 / Jan 2026
Status
Completed
Institutional role
Academic partner
Partners
University of Zurich, University of Murcia
Outcome
An international research exchange program investigating threat mitigation models for node-to-node federated learning.
Decentralized Federated LearningCybersecurityIntrusion Detection
View Project