Digital Twin-Empowered Smart Attack Detection System for 6G Edge of Things Networks

Yigit, Yagmur; Chrysoulas, Christos; Yurdakul, Gokhan; Maglaras, Leandros; Canberk, Berk

Abstract

As global Internet of Things (IoT) devices connectivity surges, a significant portion gravitates towards the Edge of Things (EoT) network. This shift prompts businesses to deploy infrastructure closer to end-users, enhancing accessibility. However, the growing EoT network expands the attack surface, necessitating robust and proactive security measures. Traditional solutions fall short against dynamic EoT threats, highlighting the need for proactive and intelligent systems. We introduce a digital twin-empowered smart attack detection system for 6G EoT networks. Leveraging digital twin and edge computing, it monitors and simulates physical assets in real time, enhancing security. An online learning module in the proposed system optimizes the network performance. Our system excels in proactive threat detection, ensuring 6G EoT network security. The performance evaluations demonstrate its effectiveness, robustness, and adaptability using real datasets.

Citation

Yigit, Y., Chrysoulas, C., Yurdakul, G., Maglaras, L., & Canberk, B. (2023, December). Digital Twin-Empowered Smart Attack Detection System for 6G Edge of Things Networks. Presented at 2023 IEEE Globecom Workshops (GC Wkshps): Workshop on Enabling Security, Trust, and Privacy in 6G Wireless Systems, Kuala Lumpur, Malaysia

• Presentation Conference Type: Conference Paper (Published)
• Conference Name: 2023 IEEE Globecom Workshops (GC Wkshps): Workshop on Enabling Security, Trust, and Privacy in 6G Wireless Systems
• Start Date: Dec 4, 2023
• End Date: Dec 8, 2023
• Acceptance Date: Sep 21, 2023
• Online Publication Date: Mar 21, 2024
• Publication Date: 2023
• Deposit Date: Jan 17, 2024
• Publicly Available Date: Jan 18, 2024
• Publisher: Institute of Electrical and Electronics Engineers
• Book Title: 2023 IEEE Globecom Workshops (GC Wkshps)
• ISBN: 9798350370225
• DOI: https://doi.org/10.1109/GCWkshps58843.2023.10465218
• Keywords: Internet of Things (IoT), Edge of Things (EoT), 6G, Digital Twins (DT), Cybersecurity
• Public URL: http://researchrepository.napier.ac.uk/Output/3485050