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

Radio fingerprinting uniquely identifies wireless devices by leveraging tiny hardware-level
imperfections inevitably present in off-the-shelf radio circuitry. This way, devices can be …

Due to the unprecedented scale of the Internet of Things, designing scalable, accurate,
energy-efficient and tamper-proof authentication mechanisms has now become more …

RF fingerprinting involves identifying characteristic transmitter-imposed variations within a
wireless signal. Deep neural networks (DNNs) that do not rely on handcrafting features have …

RF fingerprinting is a key security mechanism that allows device identification by learning
unchanging, hardware-based characteristics of the transmitter. In this article, we …

Fifth generation (5G) network and beyond envision massive Internet of Things (IoT) rollout to
support disruptive applications such as extended reality (XR), augmented/virtual reality …

Radio frequency fingerprinting enhances security and privacy of wireless networks and
communications by learning and extracting unique characteristics embedded in transmitted …

Can we distinguish between two wireless transmitters sending exactly the same message,
using the same protocol? The opportunity for doing so arises due to subtle nonlinear …

Cyber-physical systems such as autonomous vehicle networks are considered to be critical
infrastructures in various applications. However, their mission critical deployment makes …

Radio Frequency (RF) fingerprinting as a physical layer authentication method could be
used to distinguish legitimate wireless devices from adversarial ones. In this paper, we …