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

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 …

Physical layer authentication (PLA) is a promising approach to ensure wireless network
security. However, existing PLA algorithms require channel state information calibration and …

Physical layer authentication (PLA) is a promising complement for the cryptographic-based
authentication scheme, especially for Internet of Things (IoT) scenarios with massive …

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

This paper concerns the problem of authenticating the transmitter without a secret key. In
comparison with traditional cryptographic-based authentication mechanisms, the Physical …

Machine learning (ML)-based physical layer authentication (PLA) has attracted much
attention since neural networks can be constructed to identify channel characteristics in …

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 …

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 …

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 …