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 …

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 …

Unlike most of the upper layer authentication mechanisms, the physical (PHY) layer
authentication takes advantages of channel impulse response from wireless propagation to …

Performance of the existing physical layer authentication schemes could be severely
affected by the imperfect estimates and variations of the communication link attributes used …

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 …

In communications, innovative paradigm shifts have emerged in integrating various devices
into the network to provide advanced and intelligent services. However, various security …

Recently, physical-layer authentication (PLA) has attracted much attention since it takes
advantage of the channel randomness nature of transmission media to achieve …

With the booming growth of Internet of Things (IoT), ensuring the secure access of the IoT
terminals is paramount importance. Machine learning (ML) based physical layer …

5G-based Internet of Things (IoT) comprises numerous devices communicating with 10
Gbit/s peak data rate and 1 ms latency. It is challenging to secure the 5G-based IoT. Physical …

CSI-Based physical layer authentication is a promising candidate to achieve fast and
lightweight authentication for wireless communication. However, the current methods …