Security and Privacy of 6G Federated Learning-enabled Dynamic Spectrum Sharing

V Vo, T Dayaratne, B Haydon, X Yuan, S Lai… - arxiv preprint arxiv …, 2024 - arxiv.org
Spectrum sharing is increasingly vital in 6G wireless communication, facilitating dynamic
access to unused spectrum holes. Recently, there has been a significant shift towards …

AI-Based Anomaly Detection for Industrial 5G Networks by Distributed SDR Measurements

KI Šabanović, C Arendt, S Fricke, M Geis… - … on Measurements & …, 2024 - ieeexplore.ieee.org
The analysis of the physical layer in the frequency spectrum is subject to vigorous research
in the last couple of years. From localization tasks to anomaly detection, the research is …

From DeepSense to Open RAN: AI/ML Advancements in Dynamic Spectrum Sensing and Their Applications

R Barker - arxiv preprint arxiv:2502.02889, 2025 - arxiv.org
The integration of Artificial Intelligence (AI) and Machine Learning (ML) in next-generation
wireless communication systems has become a cornerstone for advancing intelligent …