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Solutions

A curated overview of CSIT’s tangible research outputs, from software and datasets to proof-of-concepts, linked to projects, publications and technology readiness levels.

CSIT · CyberSecurity & Intelligence Team · Solutions · CSIT · CyberSecurity & Intelligence Team · Solutions · CSIT · CyberSecurity & Intelligence Team · Solutions · CSIT · CyberSecurity & Intelligence Team · Solutions ·

Software program/product

BASTION Framework - UMU PoC

Beyond Automated Security orchestraTION (BASTION) framework UMU implementation.

Software Accessibility

https://ants-gitlab.inf.um.es/bastion/bastion2

Related Projects

ANASTACIA H2020, INSPIRE-5GPlus, FLUIDOS, RIGOUROUS

License

Specific Software License Agreement

Authors

Antonio Skarmeta, Jose Manuel Bernabé, Rodrigo Asensio, Alejandro Molina Zarca

Software program/product

Security Orchestrator (ORION) (ZSM)

A security orchestrator is a platform that integrates and automates security enablers and capabilities across multiple domains, enabling centralized policy enforcement and coordinated proactive and reactive security operations across the inter/intra domains.

Related Projects

Rigourous, FLUIDOS, INSPIRE, CERBERUS

Software Accessibility

https://ants-gitlab.inf.um.es/bastion/bastion2/

TRL

TRL 6

Date

08/07/2025

Authors

José Manuel Bernabé, Alejandro Molina, Jorge Bernal-Bernabé, Antonio Skarmeta, Emilio Garcia, Santiago Corcoles, Diego Sanchez

Video Demo

Dataset

5G network dataset

Dataset containing radio-metrics from a real muli-operator 5G network.

Related Projects

NANCY, ONOFRE-4

Software Accessibility

https://doi.org/10.5281/zenodo.15516876

Date

01/05/2025

Authors

Asensio-Garriga, Rodrigo; Pogo Medina, Anthony Joel; Alarcon-Hellin, Gonzalo; Bernal Escobedo, Luis; Sanchez-Iborra, Ramon; Skarmeta Gómez, Antonio

Dataset

Multi-perspective video dataset

Dataset containing multi-perspective footage of a urban, vehicular scenario.

Related Projects

NANCY, ONOFRE-4

Software Accessibility

https://dx.doi.org/10.21227/he66-fa61

Date

27/10/2025

Authors

Ramon Sanchez-Iborra (University of Murcia), Rodrigo Asensio-Garriga (University of Murcia), Gonzalo Alarcon-Hellin (University of Murcia), Luis Bernal-Escobedo (University of Murcia), Stylianos Trevlakis (InnoCube IKE), Theodoros Tsiftsis (InnoCube IKE), Antonio Skarmeta (University of Murcia)

Designs

LLM output refination workflow

Operational workflow to check and refine LLM outputs in the context of network orchestration.

Related Publications

Upcoming

Related Projects

ONOFRE-4

TRL

TRL 4

Date

15/01/2026

Authors

Francisco Moreno Egea, Jorge Gallego-Madrid, Ramon Sanchez-Iborra

Proof of Concepts (PoC)

Native vehicular communication solution ontop of 5G infrastructure

Functional solution that permits the exchange of native C-ITS message through a cellular (5G) infrastructure.

Related Publications

https://doi.org/10.1109/OJVT.2025.3639895

Related Projects

ONOFRE-4

TRL

TRL 4

Date

03/12/2025

Authors

Maria-Dolores Guerrero, Rodrigo Asensio, Ramon Sanchez-Iborra, Antonio Skarmeta

Software program/product

ML-based eBPF traffic inspector

In-kernel program that examines traffic applying ML models.

Related Publications

https://doi.org/10.1016/j.comnet.2024.110295

Related Projects

NANCY, ONOFRE-3, 5GSAP, CERBERUS

TRL

TRL 5

Date

01/04/2024

Authors

Ramon Sanchez-Iborra, Jorge Gallego-Madrid

Software program/product

Identity wallet (and issuer/verifier)

Software toolset to manage digital identity in the context of SSI and EUDIW, enhanced with privacy-preserving solutions.

Related Projects

Truidentity; TANGO; OLYMPUS

TRL

TRL 7

Date

08/02/2026

Authors

García Rodríguez, Jesús; Skarmeta, Antonio

Software program/product

dpABC

Implementation of a distributed privacy-preserving Attribute-Based Credentials scheme based on PS-MultiSignatures.

Related Projects

OLYMPUS; CS4EU

TRL

TRL 6

Date

08/02/2026

Authors

García Rodríguez, Jesús; Skarmeta, Antonio

Proof of Concepts (PoC)

PP Conformity Certificates

Conformity Certificates for (medical) IoT devices based on p-ABC solutions and trusted execution environments.

Related Projects

ENTRUST

TRL

TRL 5

Date

08/02/2026

Authors

García Rodríguez, Jesús; Skarmeta, Antonio

Software program/product

IDIA-FL

Framework to identify attacks in real-time from network flow features, integrating traffic monitoring and federated learning, with SIEM-ready alerts.

Software Accessibility

https://ants-gitlab.inf.um.es/cybersoc/ai-detection-fl

Related Projects

CyberSOC

TRL

TRL 6

Date

23/01/2026

Authors

Emilio García de la Calera Molina, Pedro Ruzafa Alcázar, Pablo Fernández Saura, Jorge Bernal Bernabé and Antonio Skarmeta

Video Demo

IA Systems

User Entity Behavior Analisis (UEBA) IA Platform

Software product for Security Operation Centers aimed to analyze with AI, in real time, user behavioral data coming from different sources to discover anomalies.

Related Projects

CyberSOC

TRL

TRL 7

Date

02/03/2026

Authors

Alba Gonzalez Gomez, Jorge Bernal Bernabe, Antonio Skarmeta

Video Demo

IA Systems

SynthCTI

LLM-driven synthetic cyber threat intelligence (CTI) generation to improve automatic MITRE technique mapping.

Related Publications

https://www.sciencedirect.com/science/article/pii/S0167739X25005266

Related Projects

GLADIATOR

TRL

TRL 4

Authors

Jaime Pujante Sáez, Álvaro Ruiz Ródenas, Mario Rodríguez Béjar, José Luis Hernández Ramos

IA Systems

FedRDF

Robust, dynamic aggregation for federated learning, designed to withstand poisoning attacks.

Related Publications

https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10713851

Related Projects

REMINDER, INTEGRATOR

TRL

TRL 5

Authors

Enrique Marmol, Aurora Gonzalez Vidal, José Luis Hernández Ramos, Antonio Skarmeta

Software program/product

User Behavior Data Capture App

Opt-in application to collect user behavioral signals for human-factor cybersecurity analysis, with privacy-by-design data handling.

Related Projects

INCENTIVE, INTEGRATOR

TRL

TRL 3

Date

TBD

Authors

Ignacio Ruiz Chicano, Belén Sánchez Pardo, José Luis Hernández Ramos

IA Systems

LLM-based Phishing Simulation Generator

Controlled tool that creates realistic phishing-style messages for security awareness training and defensive testing.

Related Projects

INTEGRATOR

TRL

TRL 3

Date

TBD

Authors

Jaime Pujante Sáez, José Luis Hernández Ramos

IA Systems

IoT anomaly detector

Model that identifies anomalous behavior in IoT traffic and generates alerts.

Related Publications

Conference paper X (DOI/URL)

Related Projects

ORION-5G; CERBERUS-5G

TRL

TRL 5

Date

21/01/2026

Authors

Nombre Apellido; Nombre Apellido

Software program/product

Cyber Situational Awareness Platform (CSAP)

Real-time analytics and modeling platform to enhance cyber situational awareness in next-generation network environments, including 6G infrastructures.

Related Publications

https://ieeexplore.ieee.org/document/11080574

Related Projects

RESILMESH, 6G-SOC

Software Accessibility

https://ants-gitlab.inf.um.es/resilmesh/csap

TRL

TRL 5

Date

TBD

Authors

José A. Pastor, Jorge Bernal, Antonio Skarmeta

Video Demo

Designs

Security Device Passport Model

Model for a security device passport to collect and share relevant cybersecurity information throughout the device lifecycle.

Related Publications

Prerelease

Related Projects

IoTPass, DOSS, COBALT

Software Accessibility

https://github.com/saranieves92/DSP

TRL

TRL 3

Date

15/01/2026

Authors

Sara Matheu, Antonio Skarmeta

Proof of Concepts (PoC)

Hyperledger Fabric Continuous Certification Deployment

Design and implementation of an automated Hyperledger Fabric deployment system tailored to continuous certification environments.

Related Publications

Upcoming in JNIC 2026

Related Projects

COBALT

TRL

TRL 4

Date

15/01/2026

Authors

Alvaro Navarro Martinez, Sara Matheu, Antonio Skarmeta

IA Systems

CyberMAS: Multi-Agent Log Anomaly Detection

Multi-agent system for cybersecurity log anomaly detection, combining specialized agents and RAG through MCP tools for classification and explainability.

Related Projects

RESILMESH

Software Accessibility

https://ants-gitlab.inf.um.es/ismaelha/cybermas

TRL

TRL 3

Date

TBD

Authors

Ismael Hernández, Jorge Garrido, Jorge Bernal

Designs

Flexible Security Evaluation Methodology

Flexible security evaluation methodology that supports certification across diverse ICT systems by integrating risk assessment and test-based evaluation.

Related Publications

https://doi.org/10.3390/app15031600

Related Projects

BIECO

TRL

TRL 4

Date

01/04/2024

Authors

Sara Matheu, Jose Luis Hernandez Ramos, Antonio Skarmeta

Proof of Concepts (PoC)

Secure IoT Onboarding Mechanism (FDO)

Design and implementation of a secure IoT onboarding mechanism based on FDO, integrating secure configuration.

Related Publications

Upcoming

Related Projects

DOSS

TRL

TRL 4

Date

01/02/2026

Authors

Pedro Ruzafa, Sara Matheu

Proof of Concepts (PoC)

IoT Lifecycle Security Management Framework

Framework architecture for security management during IoT device lifecycle, including secure design/deployment, monitoring, mitigation and secure upgrades.

Related Publications

https://doi.org/10.1007/978-3-031-76459-2_28

Related Projects

CERTIFY

TRL

TRL 4

Date

01/08/2025

Authors

Sara Matheu, Pedro Ruzafa, Jose Manuel Merlos, Gilson Javier Delgado, Ekam Puri, Jesus Garcia Rodriguez, Antonio Skarmeta

Proof of Concepts (PoC)

MUD-Based Security Profile Orchestration Architecture

Architecture to manage obtaining and enforcement of security profiles based on MUD files.

Related Publications

https://www.mdpi.com/1424-8220/20/7/1882

Related Projects

CERTIFY, DOSS

TRL

TRL 4

Date

01/08/2021

Authors

Sara Matheu, Jose Luis Hernandez Ramos, Pedro Ruzafa

Software program/product

CTI Sharing with Obfuscation and Blockchain Auditing

CTI sharing solution integrating privacy-preserving attribute obfuscation with a blockchain-based auditing and verification system.

Related Publications

https://doi.org/10.1561/9781638285076.ch6

Related Projects

RESILMESH, LICORICE

Software Accessibility

https://ants-gitlab.inf.um.es/epn/anonymizer

TRL

TRL 5

Date

TBD

Authors

Ekam Puri Nieto, Juan Hernandez Acosta, Jorge Bernal, Antonio Skarmeta

Video Demo

Software program/product

SDN IPsec Multidomain Orchestration Solution

Solution for orchestration, automation and creation of IPsec tunnels in multidomain and multioperator B5G scenarios leveraging SDN.

Related Projects

Rigourous

Authors

José Antonio Parra-Espín, Rafael Marín-López, Gabriel López-Millán, Alejandro Molina, Jorge Bernal-Bernabé, Antonio Skarmeta