3 papers
Interpreting Manifolds and Graph Neural Embeddings from Internet of Things Traffic Flows
Enrique Feito-Casares, Francisco M. Melgarejo-Meseguer, Elena Casiraghi +2
The rapid expansion of Internet of Things (IoT) ecosystems has led to increasingly complex and heterogeneous network topologies. Traditional network monitoring and visualization to…
Descriptor: Multi-Regional Cloud Honeypot Dataset (MURHCAD)
Enrique Feito-Casares, Ismael Gómez-Talal, José-Luis Rojo-Ãlvarez
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-Ãlvarez
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…