A survey on explainable ai for 6g o-ran: Architecture, use cases, challenges and research directions

B Brik, H Chergui, L Zanzi, F Devoti, A Ksentini… - arXiv preprint arXiv …, 2023 - arxiv.org
The recent O-RAN specifications promote the evolution of RAN architecture by function
disaggregation, adoption of open interfaces, and instantiation of a hierarchical closed-loop …

Prospective evaluation of next generation wireless broadband technologies: 6G versus Wi-Fi 7/8

E Oughton, G Geraci, M Polese… - Available at SSRN …, 2023 - papers.ssrn.com
Abstract Currently, 5G and Wi-Fi 6 are now being deployed in tandem across the globe.
Consequently, major research and development activities have already begun for the next …

Secure Video Offloading in Multi-UAV-Enabled MEC Networks: A Deep Reinforcement Learning Approach

T Zhao, F Li, L He - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV)-enabled mobile edge computing (MEC) has been widely
applied in Internet of Things networks while the security risk of wireless computation …

Trustworthy Edge Machine Learning: A Survey

X Wang, B Wang, Y Wu, Z Ning, S Guo… - arXiv preprint arXiv …, 2023 - arxiv.org
The convergence of Edge Computing (EC) and Machine Learning (ML), known as Edge
Machine Learning (EML), has become a highly regarded research area by utilizing …

Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses

MA Ferrag, O Friha, B Kantarci, N Tihanyi… - arXiv preprint arXiv …, 2023 - arxiv.org
The ongoing deployment of the fifth generation (5G) wireless networks constantly reveals
limitations concerning its original concept as a key driver of Internet of Everything (IoE) …

[HTML][HTML] BeneWinD: An Adaptive Benefit Win–Win Platform with Distributed Virtual Emotion Foundation

H Kim, J Ben-Othman - Electronics, 2023 - mdpi.com
In recent decades, online platforms that use Web 3.0 have tremendously expanded their
goods, services, and values to numerous applications thanks to its inherent advantages of …

Potential Enabling Technologies for 6G Mobile Communication Networks: A Recent Review

DN Vu, NN Dao, D Won, S Cho - 2023 Fourteenth International …, 2023 - ieeexplore.ieee.org
The evolution of wireless networks has transformed the way people interact and
communicate with each other. The next generation of wireless technology, 6G, promises to …

How Physicality Enables Trust: A New Era of Trust-Centered Cyberphysical Systems

S Gil, M Yemini, A Chorti, A Nedić, HV Poor… - arXiv preprint arXiv …, 2023 - arxiv.org
Multi-agent cyberphysical systems enable new capabilities in efficiency, resilience, and
security. The unique characteristics of these systems prompt a reevaluation of their security …

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

Y Yigit, C Chrysoulas, G Yurdakul, L Maglaras… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …

On a Novel Content Edge Caching Approach based on Multi-Agent Federated Reinforcement Learning in Internet of Vehicles

Y Liu, B Mao - 2023 32nd Wireless and Optical …, 2023 - ieeexplore.ieee.org
Driven by the emerging requirements of Internet of Vehicles (IoV), future vehicles are
expected to have the ability to provide not only the autonomous driving services, but also the …