Learning-aided physical layer authentication as an intelligent process

H Fang, X Wang, L Hanzo - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
physical layer authentication scheme based on machinelearning as an intelligent process to
… improve the reliability and robustness of physical layer authentication. Explicitly, a physical …

A learning approach for physical layer authentication using adaptive neural network

X Qiu, J Dai, M Hayes - IEEE Access, 2020 - ieeexplore.ieee.org
… Hence, we focus on designing a new artificial intelligence-assisted physical layer security
Physical layer authentication in our threat model consists of two time slots, as described …

Physical layer authentication under intelligent spoofing in wireless sensor networks

N Gao, Q Ni, D Feng, X Jing, Y Cao - Signal Processing, 2020 - Elsevier
… the physical layer (PHY-layer) authentication in the threat of an intelligent location spoofing
… , we develop a PHY-layer authentication scheme under the threats of the investigated …

PAST-AI: Physical-layer authentication of satellite transmitters via deep learning

G Oligeri, S Sciancalepore, S Raponi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
physicallayer authentication at packet level is not feasible, but multiple packets (87) should
be considered. The detection process … of the physical-layer authentication process, specific of …

Fuzzy learning for multi-dimensional adaptive physical layer authentication: A compact and robust approach

H Fang, X Wang, L Xu - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
… of physical layer authentication in those scenarios that there exists some physical layer
attributes … Tomasin, “Machine learning for intelligent authentication in 5G and beyond wireless …

A survey of physical-layer authentication in wireless communications

N Xie, Z Li, H Tan - IEEE Communications Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Authentication is an important issue in wireless … Recently, Physical-Layer Authentication (PLA)
attracts many … the transmitter based on the physical-layer features of the received signals. …

Physical layer security for the Internet of Things: Authentication and key generation

J Zhang, S Rajendran, Z Sun… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
… applied in smart cities and homes, intelligent transportation, … IoT applications look to make
our lives much smarter and more … system involves authentication and secure transmission [1]. …

Deep-learning-based physical layer authentication for industrial wireless sensor networks

RF Liao, H Wen, J Wu, F Pan, A Xu, Y Jiang, F Xie… - sensors, 2019 - mdpi.com
… The DL-based PHY-layer authentication methods proposed in this paper can … PHY-layer
authentication framework we proposed in this paper also includes an online retraining process. …

Physical layer authentication in wireless communication networks: A survey

L Bai, L Zhu, J Liu, J Choi… - Journal of Communications …, 2020 - ieeexplore.ieee.org
Physical layer security (PLS) in wireless communication … -layer in network, PLS methods
are applied in physical layers … review in the domain of physical layer authentication (PLA) in …

Machine learning for intelligent authentication in 5G and beyond wireless networks

H Fang, X Wang, S Tomasin - IEEE Wireless Communications, 2019 - ieeexplore.ieee.org
authentication approaches based on machine learning techniques by opportunistically
leveraging physical layer attributes, and introduce intelligence … ing physical layer authentication