15 citations · 28 across the 7 of their papers we have counts for
4 papers · 1 filter
Latent Diffusion for Internet of Things Attack Data Generation in Intrusion Detection
Estela Sánchez-Carballo, Francisco M. Melgarejo-Meseguer, José Luis Rojo-Álvarez
Intrusion Detection Systems (IDSs) are a key component for protecting Internet of Things (IoT) environments. However, in Machine Learning-based (ML-based) IDSs, performance is ofte…
Explainable Autoencoder-Based Anomaly Detection in IEC 61850 GOOSE Networks
Dafne Lozano-Paredes, Luis Bote-Curiel, Juan Ramón Feijóo-Martínez +2
The IEC 61850 Generic Object-Oriented Substation Event (GOOSE) protocol plays a critical role in real-time protection and automation of digital substations, yet its lack of native…
Descriptor: Multi-Regional Cloud Honeypot Dataset (MURHCAD)
Enrique Feito-Casares, Ismael Gómez-Talal, José-Luis Rojo-Álvarez
This data article introduces a comprehensive, high-resolution honeynet dataset designed to support standalone analyses of global cyberattack behaviors. Collected over a continuous…
Learning Reconstructive Embeddings in Reproducing Kernel Hilbert Spaces via the Representer Theorem
Enrique Feito-Casares, Francisco M. Melgarejo-Meseguer, José-Luis Rojo-Álvarez
Motivated by the growing interest in representation learning approaches that uncover the latent structure of high-dimensional data, this work proposes new algorithms for reconstruc…