Security enhancement for mobile edge computing through physical layer authentication

RF Liao, H Wen, J Wu, F Pan, A Xu, H Song… - IEEE …, 2019 - ieeexplore.ieee.org
In this paper, we investigate the security threats in mobile edge computing (MEC) of Internet
of things, and propose a deep-learning (DL)-based physical (PHY) layer authentication …

Multiuser physical layer authentication in Internet of Things with data augmentation

RF Liao, H Wen, S Chen, F Xie, F Pan… - IEEE internet of …, 2019 - ieeexplore.ieee.org
Unlike most of the upper layer authentication mechanisms, the physical (PHY) layer
authentication takes advantages of channel impulse response from wireless propagation to …

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 …

On physical-layer authentication via online transfer learning

Y Chen, PH Ho, H Wen, SY Chang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
This article introduces a novel physical-layer (PHY-layer) authentication scheme, called
transfer learning-based PHY-layer authentication (TL-PHA), aiming to achieve fast online …

Weighted voting in physical layer authentication for industrial wireless edge networks

F Xie, Z Pang, H Wen, W Lei… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Edge computing (EC) is an essential component of large-scale intelligent manufacturing
systems for Industry 4.0, which promises to provide a preprocessing platform for the massive …

Clustering based physical-layer authentication in edge computing systems with asymmetric resources

Y Chen, H Wen, J Wu, H Song, A Xu, Y Jiang, T Zhang… - Sensors, 2019 - mdpi.com
In this paper, we propose a clustering based physical-layer authentication scheme (CPAS)
to overcome the drawback of traditional cipher-based authentication schemes that suffer …

Multiuser physical-layer authentication based on latent perturbed neural networks for industrial internet of things

R Meng, X Xu, H Sun, H Zhao, B Wang… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Recently, learning (DL)-based physical-layer authentication (PLA) has attracted much
attention since artificial neural networks (ANNs) can be built to extract useful features from …

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
In this paper, a deep learning (DL)-based physical (PHY) layer authentication framework is
proposed to enhance the security of industrial wireless sensor networks (IWSNs). Three …

A novel physical layer authentication method with convolutional neural network

R Liao, H Wen, F Pan, H Song, A Xu… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
This paper investigates the physical layer (PHY-layer) authentication that exploits channel
state information (CSI) to enhance multiple-input multiple-output orthogonal frequency …

Physical layer authentication in wireless networks-based machine learning approaches

L Alhoraibi, D Alghazzawi, R Alhebshi, OBJ Rabie - Sensors, 2023 - mdpi.com
The physical layer security of wireless networks is becoming increasingly important because
of the rapid development of wireless communications and the increasing security threats. In …