Publications

On this page, you can find all the scientific publications (papers, reports…) produced by the consortium to promote and explain the project research.

• Optimum Network Slicing for Ultra-reliable Low Latency Communication (URLLC) Services in Campus Networks by I. Zacarias, F. Carpio, A. Costa Drummond, A. Jukan
• Improving Connectivity in 6G Maritime Communication Networks with UAV Swarms by N. Nomikos, A. Giannopoulos, A. Kalafatelis, V. Ozduran, P. Trakadas, G.K. Karagiannidis
• Relay-Aided Uplink NOMA Under Non-Orthogonal CCI and Imperfect SIC in 6G Networks by V. Ozduran, N. Nomikos, E. Soleimani-Nasab, I.S. Ansari, P. Trakadas
• Leveraging Network Data Analytics Function and Machine Learning for Data Collection, Resource Optimization, Security and Privacy in 6G Networks by P. Gkonis, N. Nomikos, P. Trakadas, L. Sarakis, G. Xyloyris, X. Masip-Bruin, J. Martrat
• A differential privacy protection-based federated deep learning framework to fog-embedded architectures by N. Gutierrez, B. Otero, E. Rodriguez, G. Utrera, S. Mus, R. Canal
• Dynamic deployment and security assessment of resilient Services over Digital Twins by J. Tamboleo, A. Molina Zarca, F. Granelli, J.M. Manjón, A. Pastor, A. Skarmeta, D. Lopez
• System Level Performance Assessment of Large-Scale Cell-Free Massive MIMO Orientations With Cooperative Beamforming by P.K. Gkonis, S. Lavdas, G. Vardoulias, P. Trakadas, L. Sarakis, K. Papadopoulos
• A Security Services Management Architecture Toward Resilient 6G Wireless and Computing Ecosystems by E. Rodriguez, X. Masip-Bruin, J. Martrat, R. Diaz, A. Jukan, F. Granelli, P. Trakadas, G. Xilouris
• On the Performance of Uplink Power-Domain NOMA with Imperfect CSI and SIC in 6G Networks by Volkan Ozduran, Mohammadali Mohammadi, Nikolaos Nomikos, Imran Shafique Ansari, Panagiotis Trakadas
• A Packet Delay Emulator for High-Bandwidth andLow-Latency Traffic in 5G Networks by Raffaele Bolla, Roberto Bruschi, Franco Davoli, Chiara Lombardo, Alireza Mohammadpour, Ramin Rabbani
• A Multi-Tenant System for 5/6G Testbed as-a-Service by Raffaele Bolla; Roberto Bruschi; Chiara Lombardo; Sergio Mangialardi; Alireza Mohammadpour; Ramin Rabbani
• Building the Digital Twin of a MEC node: a Data Driven Approach by CNIT
• A Preliminary Study on the Power Consumption of Virtualized Edge 5G Core Networks by CNIT
• Automating 5G Traffic Generation With Virtual UEs: A Scalable Network Testing Infrastructure by Emilio GarcÌa de la Calera Molina; Anthony J. Pogo Medina; Alejandro Molina Zarca; Pablo Fern·ndez Saura; Antonio F. Skarmeta GÛmez
• ePEM: an End-to-End Proactive Secure Connectivity Managerfor 6G Orchestrator Solutions by Alessandro Carrega, Ramin Rabbani
• Strategy for Modeling Threats in 5G and B5G Networks by Saman Tariq, Eva Rodriguez, Xavi Masip, Panos Trakadas, Admela Jukan and Diego R.Lopez
• Revolutionizing Cloud Security with Programmable Frameworks: a Novel Approach by Alessandro Carrega
• Building Network Digital Twins Part I: State Synchronization by J. Sengendo and F. Granelli
• European Vision for the 6G Network Ecosystem by CNIT
• A measurement-based approach to analyze the power consumption of the softwarized 5G core by Arturo Bellin, Fabrizio Granelli, Daniele Munaretto
• Bandit-Based Learning-Aided Full-Duplex/Half-Duplex Mode Selection in 6G Cooperative Relay Networks by CNIT
• Navigating the Cybersecurity Landscape in Cloud Computing: Challenges, Strategies, and Future Directions by M. Akbari, R. Bruschi, A. Carrega
• B5G/6G Cyber Security Testbed by A. Carrega, F. Davoli, R. Rabbani
• On Effectiveness of Graph Neural Network Architectures for Network Digital Twins (NDTs) by Iulisloi Zacarias, Oussama Ben Taarit, Admela Jukan
• A Survey on 5G Private and B5G Network Threats and Safeguarding AI-based Security Mechanisms through the Layered Analysis by Saman Tariq, Eva Rodriguez Luna, Xavier Masip Bruin, Rodrigo Diaz, Josep Martrat, Panagiotis Trakadas
• Enhancing cybersecurity in railways: Machine learning approaches for attack detection by CalviÒo, B. O., Rodriguez, E., Costa, J. J., & Oriol, M.
• Federated Transfer Learning-based Intrusion Detection System in 5G networks by Bellmunt, A., Otero, B., Rodriguez, E., Masip-Bruin, X.
• PPO-EPO: Energy and performance optimization for O-RAN using reinforcement learning by R. Ntassah, G. M. DellíAera and F. Granelli
• XAI-Driven Client Selection for Federated Learning in Scalable 6G Network Slicing by M Chiarani, S Roy, C Verikoukis, F Granelli
• Optimizing Network Traffic Prediction for Network Digital Twins: The Impact of Look-Back Period and Forecast Horizon by J Sengendo, F Granelli
• Building Network Digital Twins Part II: Real-Time Adaptive PID for Enhanced State Synchronization by J Sengendo, F Granelli
• Interference-Aware PMI selection for MIMO systems in an O-RAN scenario by R Ntassah, GM Dell’Aera, F Granelli
• Harnessing 1D-CNN for Received Power Prediction in Sub-6 GHz RIS: Part I by M. A. Hassan and F. Granelli
• Deep Learning-Driven Optimal Beam Prediction for Drone Connectivity via Flying-RIS and Base Station by M. A. Hassan and F. Granelli