Device authentication of wireless devices at the physical layer could augment security
enforcement before fully decoding packets. At the upper layers of the stack, this is …

Radio frequency fingerprint (RFF) identification is an emerging device authentication
technique that exploits the hardware imperfections resulting from the manufacturing process …

Radio frequency (RF) fingerprint has gained wide attention as it takes advantages of
inherent characteristics in hardware for identification and verification. However, performance …

As the Internet of Things (IoT) continues to expand, there is a growing necessity for improved
techniques to authenticate the identity of wireless transmitters. In this paper, we develop a …

The explosive growth of Internet of Things (IoT) has mandated the security of data access.
Although authentication methods can enhance network security, their vulnerability to …

Radio frequency fingerprint identification (RFFI) can uniquely classify wireless devices by
analyzing the received signal distortions caused by the intrinsic hardware impairments. The …

Radio-frequency fingerprints (RFFs) are promising solutions for realizing low-cost physical
layer authentication. Machine learning-based methods have been proposed for RFF …

In this article, a convolutional neural network (CNN) enhanced radio frequency fingerprinting
(RFF) authentication scheme is presented for Internet of things (IoT). RFF is a non …

Radio fingerprinting provides a reliable and energy-efficient IoT authentication strategy by
leveraging the unique hardware-level imperfections imposed on the received wireless …

In this paper, a light-weight radio frequency fingerprinting identification (RFFID) scheme that
combines with a two-layer model is proposed to realize authentications for a large number of …