9 papers
Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models
Hugo GarcÃa Cuesta, Pablo Mateo Torrejón, Alfonso Sánchez-Macián
While Large Language Models (LLMs) have become essential productivity tools, their integration into workflows without adequate safeguards creates significant risks. This paper prop…
Bridging the 6G Gap: Scaling Sustainable ROADM-Based IP-over-WDM via DSCM-Enabled Point-to-Multipoint Designs
Matin Rafiei Forooshani, Farhad Arpanaei, Hamzeh Beyranvand +5
This study compares transponder-based, Point-to-Point, and DSCM-based Point-to-Multipoint (PtMP) access-metro architectures. Findings demonstrate that PtMP IPoWDM significantly opt…
SixGman: An Open-Source Planner for Fixed 6G Hierarchical Optical Access-Core Networks
Matin Rafiei Forooshani, Farhad Arpanaei, Hamzeh Beyranvand +4
This paper introduces SixGman, an open-source optical network planning tool for evaluating access-metro-core aggregation network architectures. The framework integrates traffic gen…
GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems
Pablo Mateo-Torrejón, Alfonso Sánchez-Macián
The rapid integration of Large Language Models (LLMs) into Multi-Agent Systems (MAS) has significantly enhanced their collaborative problem-solving capabilities, but it has also ex…
Optimizing power by selective IP card shutdown using transport slicing
Alfonso Sánchez-Macián, Ãscar González de Dios, José Alberto Hernández +5
The increasing energy demands of upcoming sixth-generation (6G) mobile networks and networks supporting AI applications pose significant challenges for network operators in terms o…
Design and Development of an Intelligent LLM-based LDAP Honeypot
Javier Jiménez-Román, Florina Almenares-Mendoza, Alfonso Sánchez-Macián
Cybersecurity threats continue to increase, with a growing number of previously unknown attacks each year targeting both large corporations and smaller entities. This scenario dema…