Machine learning-based detection of the man-in-the-middle attack in the physical layer of 5G networks

A Qasem, A Tahat - Simulation Modelling Practice and Theory, 2024 - Elsevier
Fifth generation communication networks (5G) has received a great deal of attention from
academia and industry alike, which will enable a wide variety of vertical applications by …

Enhancing Physical Layer Security in MIMO Systems through Beamforming and Artificial Noise Techniques

F Nizam, S Ahmed, P Kumar, A Tsetse… - Journal of …, 2023 - jisrc.szabist.edu.pk
Physical layer security (PLS) has grown in popularity as it guarantees secure and reliable
communication between wireless devices without restricting the ability of data analysts to …

Physical-Layer Authentication Over Spatially Correlated MIMO Channels

K Miwa, K Ando, GTF de Abreu… - 2023 26th International …, 2023 - ieeexplore.ieee.org
We propose a novel physical-layer authentication (PLA) method that exploits spatio-
temporal correlation features of multiple-input multiple-output (MIMO) channels. In particular …

Physical Layer Authentication in Private Campus Networks based on Machine Learning

NP Kuruvatti, SB Mallikarjun… - 2023 IEEE 97th …, 2023 - ieeexplore.ieee.org
Mobile communication is in the deployment phase of its fifth generation (5G) technology
standards and the research activities have begun toward the sixth generation (6G) of mobile …

[PDF][PDF] Experimental Evaluation of a Wireless Local Area Network (WLAN) Impersonator Detection System Using Deep Learning

M Lodro, G Gradoni, S Greedy - URSI Radio Science Letters, 2022 - ursi.org
We present an experimental evaluation of a radio impersonator detection system using deep
learning in an indoor environment. RF fingerprinting is used to detect a wireless local area …