Sotiris Messinis

According to our database, Sotiris Messinis authored at least 10 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Roads Digital Twin: Predictive Situational Awareness Using 360$^{\circ }$ Video Streaming and Graph Neural Networks.

Sotirios Messinis, Oussama El Marai, Nicholas E. Protonotarios, Tarik Taleb, Nikolaos Doulamis

IEEE Trans. Veh. Technol., April, 2025

Threshold Multiparty Private Set Intersection via Federated Graph Neural Networks.

Sotirios Messinis, Nicholas E. Protonotarios, Dimitris Kalogeras, Nikolaos Doulamis

Proceedings of the Cybersecurity - 9th European Interdisciplinary Cybersecurity Conference, 2025

MDCG 2019-16 Guidelines: Case Study-Based Assessment and Path Forward.

Christos Androutsos, Steve Taylor, Karin Bernsmed, Andrea Neverdal Skytterholm, Gregory Epiphaniou, Nabil Moukafih, Theodoros N. Arvanitis, Sotiris Messinis, Nikolaos Papadakis, Marco Fruscione, Andrés Castillo, Dusko Milojevic, Dimitrios S. Karas, Nikolaos Fotos, Max Ostermann, Oscar Freyer, Stephen Gilbert, Vasileios C. Pezoulas, Lambros M. Athanasiou, George Gkois, Dimitrios I. Fotiadis

Proceedings of the Cybersecurity - 9th European Interdisciplinary Cybersecurity Conference, 2025

2024

Differentially Private Client Selection and Resource Allocation in Federated Learning for Medical Applications Using Graph Neural Networks.

Sotirios Messinis, Nicholas E. Protonotarios, Nikolaos Doulamis

Sensors, August, 2024

Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review.

Sotiris Messinis, Nikos Temenos, Nicholas E. Protonotarios, Ioannis Rallis, Dimitrios Kalogeras, Nikolaos Doulamis

Comput. Biol. Medicine, March, 2024

A Way Forward for the MDCG 2019-16 Medical Device Security Guidance.

Steve Taylor, Martin Gilje Jaatun, Karin Bernsmed, Christos Androutsos, Dietmar Frey, Simone Favrin, João Rodrigues, Dusko Milojevic, Dimitrios A. Karras, Ioannis Siachos, Gregory Epiphaniou, Nabil Moukafih, Sotiris Messinis, Ioannis Rallis, Nicholas E. Protonotarios, Paul Gedeon, Andrés Castillo, Carsten Maple, Nikolaos Drivalos Matragkas, Rance J. DeLong, Theodoros N. Arvanitis, Konstantinos Katzis

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Client Selection and Resource Allocation via Graph Neural Networks for Efficient Federated Learning in Healthcare Environments.

Sotirios Messinis, Nicholas E. Protonotarios, Emmanouil Arapidis, Nikolaos Doulamis

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Zeekflow+: A Deep LSTM Autoencoder with Integrated Random Forest Classifier for Binary and Multi-class Classification in Network Traffic Data.

Emmanouil Arapidis, Nikos Temenos, Dimitris Giagkos, Ioannis Rallis, Dimitris Kalogeras, Nikolaos Papadakis, Antonis Litke, Sotirios Messinis

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

2023

Lightweight machine learning for privacy-preserving and secure networked medical devices: The SEPTON project use cases.

Sotiris Messinis, Nicholas E. Protonotarios, Ioannis N. Tzortzis, Ioannis Rallis, Dimitrios Kalogeras, Nikolaos Doulamis

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

2022

5G-MOBIX: The Greece-Turkey Cross-Border Corridor 5G Deployment and Use Cases Results.

Gökhan Kalem, Fofy Setaki, Andreas Georgakopoulos, Serhat Col, Sotiris Messinis, Tahir Sari, Maciej Mühleisen, Konstantinos V. Katsaros, Arda Taha Candan

Proceedings of the 2022 IEEE Future Networks World Forum, 2022