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BGFL: a blockchain-enabled group federated learning at wireless industrial edges
G Peng, X Shi, J Zhang, L Gao, Y Tan, N ** in B5G networks, such as an Ultra High-
Definition video surveillance system with a resolution of 7680x4320p that generates video …
Definition video surveillance system with a resolution of 7680x4320p that generates video …
Enhancing Vehicular Networks With Hierarchical O-RAN Slicing and Federated DRL
With 5G technology evolving, Open Radio Access Network (O-RAN) solutions are becoming
crucial, especially for handling the diverse Quality of Service (QoS) needs in vehicular …
crucial, especially for handling the diverse Quality of Service (QoS) needs in vehicular …
BSM-6G: Blockchain-Based Dynamic Spectrum Management for 6G Networks: Addressing Interoperability and Scalability
D Cuellar, M Sallal, C Williams - IEEE Access, 2024 - ieeexplore.ieee.org
The radio frequency spectrum serves as a fundamental resource for wireless
communication, encompassing various frequency bands allocated for diverse services and …
communication, encompassing various frequency bands allocated for diverse services and …
FLock: Robust and Privacy-Preserving Federated Learning based on Practical Blockchain State Channels
Abstract\textit {Federated Learning}(FL) is a distributed machine learning paradigm that
allows multiple clients to train models collaboratively without sharing local data. Numerous …
allows multiple clients to train models collaboratively without sharing local data. Numerous …
Blockchain-Enabled Dynamic Spectrum Sharing for Satellite and Terrestrial Communication Networks
Dynamic spectrum sharing (DSS) between satellite and terrestrial networks has increasingly
engaged the academic and industrial sectors. Nevertheless, facilitating secure, efficient and …
engaged the academic and industrial sectors. Nevertheless, facilitating secure, efficient and …
Multi-Agent Distributed Decentralized Dynamic Resource Orchestration in 5G Edge-Cloud Networks
Effective resource orchestration for network slicing is critical for optimizing the performance
of diverse applications running on next generation communication networks. This paper …
of diverse applications running on next generation communication networks. This paper …
A Survey On Security and Privacy Aspects and Solutions for Federated Learning in Mobile Communication Networks
Ş Erdal, F Karakoç, E Özdemir - ITU Journal of Wireless …, 2024 - dergipark.org.tr
In this study, we delve into cutting-edge solutions for security-centric, privacy-enhanced
federated learning, a rapidly evolving area of research that bridges the gap between data …
federated learning, a rapidly evolving area of research that bridges the gap between data …
Federated learning framework for prediction based load distribution in 5G network slicing
N Dutta, SP Patole, R Mahadeva… - Proceedings of the 2024 …, 2024 - dl.acm.org
The 5G technology brings transformative changes across sectors like healthcare,
automotive, and entertainment by integrating massive IoT networks and supporting dense …
automotive, and entertainment by integrating massive IoT networks and supporting dense …