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Author

P. Barlet-Ros

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2 papers indexed here

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Review Sep 2026

Cybersecurity in Power Grids: Standards and Research Challenges

This paper examines Smart Grid cybersecurity, emphasizing the critical distinctions between IT and OT environments. It analyzes grid architecture, substation threats, and key international standards, specifically IEC 62351, IEC 62443, and ISO 27001. Finally, it overviews latest research trends, including AI-driven thre...

Ferran Bohigas-Daranas, Hamid Latif-Martínez, Nicolas Llorens et al. · 0 citations
#machine learning Open access Apr 2026

Forecasting Individual NetFlows using a Predictive Masked Graph Autoencoder

This work showcases the use of GNNs for per-flow NetFlow prediction and shows superior results when identifying the Port and IP to which connections attach, while feature reconstruction remains competitive with strong forecasting baselines.

Georgios Anyfantis, P. Barlet-Ros · 0 citations

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