A survey of Machine Learning-based Physical-Layer Authentication in wireless communications

R Meng, B Xu, X Xu, M Sun, B Wang, S Han… - Journal of Network and …, 2024 - Elsevier
To ensure secure and reliable communication in wireless systems, authenticating the
identities of numerous nodes is imperative. Traditional cryptography-based authentication …

Adaptive physical layer authentication using machine learning with antenna diversity

M Abdrabou, TA Gulliver - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The heterogeneous characteristics of wireless mobile networks within the Internet of things
(IoT) create authentication challenges due to the large number of devices with diverse …

CSI-based physical layer authentication via deep learning

S Wang, K Huang, X Xu, Z Zhong… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
CSI-Based physical layer authentication is a promising candidate to achieve fast and
lightweight authentication for wireless communication. However, the current methods …

Authentication for satellite communication systems using physical characteristics

M Abdrabou, TA Gulliver - IEEE Open Journal of Vehicular …, 2022 - ieeexplore.ieee.org
Satellite communication networks have gained a lot of attention recently as a solution to
mitigate the limitations of terrestrial networks such as stability and coverage. However …

A review and implementation of physical layer channel key generation in the Internet of Things

H Zhao, E Guo, Z Lian, Y Zhao, X Huang… - Journal of Information …, 2024 - Elsevier
Physical layer channel key generation is a promising technology for secure communication
in wireless network security, which mainly establishes secure communication keys between …

Adaptive Physical-Layer Authentication for IoT in MIMO Communication Systems Using Support Vector Machine

M Abdrabou, TA Gulliver - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Internet of Things (IoT) devices have become ubiquitous due to the prevalence of the
Internet. However, the open nature of wireless networks makes them susceptible to spoofing …

Physical layer authentication based on channel polarization response in dual-polarized antenna communication systems

Y Wu, D Wei, C Guo, W Huang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This study presents a novel approach for physical layer authentication based on channel
polarization response (CPR). CPR is sensitive to variation in the physical properties of …

Physical-layer authentication based on channel phase responses for multi-carriers transmission

X Lu, J Lei, Y Shi, W Li - IEEE Transactions on Information …, 2023 - ieeexplore.ieee.org
To defend against eavesdropping and spoofing attacks, the physical layer authentication
(PLA) techniques utilize the unique attributes of channel or device for identifying attackers …

Physical layer authentication for satellite communication systems using machine learning

M Abdrabou, TA Gulliver - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
The vertical heterogeneous network (VHetNets) architecture aims to provide global
connectivity for a variety of services by combining terrestrial, aerial, and space networks …

Decentralized Edge Collaboration for Seamless Handover Authentication in Zero-Trust IoV

H Fang, Y Zhu, Y Zhang, X Wang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Given the frequently changing and potentially unreliable environment, the seamless
handover authentication is essential to achieve zero-trust Internet of Vehicles (IoV) network …