Author

A. Marín-López

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Open access Aug 2026

Design of a Security Framework for Multi-Agent Systems Based on Model Context Protocol in SOC Environments

A security framework for MCP-based multi-agent SOC pipelines, implemented as a middleware layer comprising a tool registration validator and five execution layers: access control, rate limiting, input validation, output validation, and audit logging, indicates that systematic middleware controls can secure MCP-based ag...

Rodrigo Tavares de Pina Simões, Xavier Larriva-Novo, Carmen Sánchez-Zas et al. · Applied Sciences · 0 citations

Open access Aug 2026

An Explainable and Interpretable GNN Based on Temporal Time Series: An IDS Approach

This work develops and compares traditional classifiers against a GNN-based IDS on the UNSW-NB15 dataset, for both binary and multiclass classification and reveals attack-specific structural patterns, confirming that temporally structured GNNs improve detection while providing interpretable predictions.

Alberto Caballero Ferrero, Shadi Motaali, Xavier Larriva-Novo et al. · Electronics · 0 citations