Personal profile
ShortBio
Eider Iturbe is a senior researcher in the Cybersecurity area of the Digital Division at Tecnalia. She is an expert in various security research fields, such as cyber risk analysis, threat and vulnerability analysis and detection, secure architecture design, secure design methodologies, anomaly detection systems, and cyber intelligence. She has expanded her experience through participation in various European projects such as KYKLOS, ENACT, SPEAR, POSEIDON, MUSA, TACIT, and CIPHER. Eider graduated in Telecommunications Engineering from the University of the Basque Country and holds a European Master's degree in project management from the same university. Before joining Tecnalia in 2009, she worked for software consulting firms where she acquired management skills and extensive technical experience in the field of security.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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SDG 8 Decent Work and Economic Growth
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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A pattern-aware LSTM-based approach for APT detection leveraging a realistic dataset for critical infrastructure security
Iturbe, E., Dalamagkas, C., Radoglou-Grammatikis, P., Rios, E. & Toledo, N., May 2026, In: Future Generation Computer Systems. 178, 108308.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
Reinforcement Learning in action: Powering intelligent intrusion responses to advanced cyber threats in realistic scenarios
Iturbe, E., Rego, A., Llorente-Vazquez, O., Rios, E., Dalamagkas, C., Merkouris, D. & Toledo, N., 15 Jan 2026, In: Expert Systems with Applications. 296, 129168.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)5 Downloads (Pure) -
A comprehensive survey of Federated Intrusion Detection Systems: Techniques, challenges and solutions
Makris, I., Karampasi, A., Radoglou-Grammatikis, P., Episkopos, N., Iturbe, E., Rios, E., Piperigkos, N., Lalos, A., Xenakis, C., Lagkas, T., Argyriou, V. & Sarigiannidis, P., May 2025, In: Computer Science Review. 56, 100717.Research output: Contribution to journal › Review article › peer-review
Open AccessFile25 Citations (Scopus)7 Downloads (Pure) -
Hybrid AI-Based Framework for Generating Realistic Attack-Related Network Flow Data for Cybersecurity Digital Twins
Iturbe, E., Arcas, J., Gaminde, G., Rios, E. & Toledo, N., Nov 2025, In: Applied Sciences (Switzerland). 15, 21, 11574.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
Knowledge Systematization for Security Orchestration in CPS and IoT Systems
Nguyen, P., Song, H., Dautov, R., Ferry, N., Rego, A., Rios, E., Iturbe, E., Valdes, V., Cavalli, A. R. & Mallouli, W., 2025, Proceedings of the 2025 IEEE International Conference on Cyber Security and Resilience, CSR 2025. Institute of Electrical and Electronics Engineers Inc., p. 672-678 7 p. (Proceedings of the 2025 IEEE International Conference on Cyber Security and Resilience, CSR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus)
Datasets
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APT Sandworm Dataset
Iturbe, E. (Creator), Dalamagkas, C. (Creator), Radoglou-Grammatikis, P. (Creator) & Rios, P. E. (Creator), Zenodo, 20 Aug 2025
Dataset