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Enrique Tomás Martínez Beltrán

Federated learning, trustworthy AI and cyberdefense research, focused on systems that are robust, privacy-preserving and useful in security operations.

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  2. Federated Learning, Trustworthy AI & Cyberdefense Research
  3. 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

Research on cyber defence incident management and automation

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

EU-GUARDIAN: European Framework and Proofs-of-concept for the Intelligent Automation of Cyber Defence Incident Management
University of Murcia/Dec 2022 — Nov 2025
CybersecurityAICyberdefenseAutomation

EU-GUARDIAN is a major €13.4 million research project funded by the European Defence Fund (EDF). Its full name is European framework and proofs-of-concept for the intelligent automation of cyber defence incident management. Running from December 2022 to November 2025, the project aims to establish a European framework for automating cyber defense incident management.

Project Overview

Military ICT (Information and Communication Technology) infrastructures are exposed to increasingly sophisticated, coordinated and fast-moving cyberattacks. The volume and complexity of these threats can overwhelm traditional incident response workflows. Delays in detection, analysis and response increase risk for critical defense networks.

EU-GUARDIAN directly addresses this challenge by researching and developing an Artificial Intelligence (AI) baseline designed to operate and automate significant portions of the cyber defense incident management process.

Core Objectives

The fundamental goal of EU-GUARDIAN is to enhance the cyber resilience of European military infrastructures. This is achieved through three primary pillars:

1. AI-Driven Automation

The project focuses on accurate and reliable AI algorithms that can support autonomous or semi-autonomous cyber defense tasks. By automating routine and complex analytical workloads, human operators can focus on higher-level assessment and response decisions.

2. Enhanced Threat Detection and Response

EU-GUARDIAN methodologies aim to reduce the response time required to identify, classify and mitigate advanced cyberattacks. The automated systems are designed to detect anomalous behavioral patterns and emerging threats within critical infrastructure networks faster than manual intervention alone.

3. Cyber Situational Awareness

A key output of the project is improved Cyber Situational Awareness (CSA) for military decision-makers. By aggregating and synthesizing network telemetry and threat intelligence, the AI framework aims to provide a clearer, more actionable view of the cyber operational picture.

Impact and the European Defence Fund

The EU-GUARDIAN project represents a significant step toward the European Union's strategic autonomy in defense. By co-financing cross-border projects across all defense domains, the EDF fosters an innovative and competitive defense industrial base.

EU-GUARDIAN unites researchers, technology providers and defense stakeholders across Europe to build this collaborative capability. The framework strengthens national contributions while supporting interoperability and shared cyber defense mechanisms across EU member states.

Key Takeaway

EU-GUARDIAN is relevant to my portfolio because it connects applied AI, incident-management automation and cyber situational awareness in a defence context where trustworthy decision support matters as much as raw detection performance.


The EU-GUARDIAN project is funded by the European Defence Fund.

Methodology

  • AI-driven threat detection to surface relevant alerts in complex defence environments.
  • Automation of incident-handling workflows while preserving human oversight and explainability.
  • Cyber situational awareness pipelines that connect alerts with mitigation options, response playbooks, and analyst decision support.
  • Alignment with European defence requirements around robustness, privacy, and accountability.

Key Metrics

EUR 13.45M

European Defence Fund budget

Programme running from December 2022 to November 2025

3 years

Programme duration

Focused on mission-critical incident automation

3

Core response stages

Detect, mitigate, and respond

Collaborating Team

University of Murcia

Academic partner

Contributes cybersecurity, data science, and incident-management research expertise from CyberDataLab.

EDF consortium

European collaboration network

Multidisciplinary partnership advancing defence automation, situational awareness, and operational resilience.

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