Radio frequency (RF) fingerprinting techniques have been used as an extra security layer
for wireless devices. Unique fingerprints are used to identify wireless devices in order to …

Physical-layer device identification aims at identifying wireless devices during radio
communication by exploiting unique characteristics of their analog (radio) circuitry. This work …

Machine learning approaches are becoming increasingly popular to improve the efficiency
of specific emitter identification (SEI). However, in most non-cooperative SEI scenarios …

Unauthorized network access and spoofing attacks at wireless access points (WAPs) have
been traditionally addressed using bit-centric security measures and remain a major …

In recent years, several research studies have investigated the identification of electronic
devices through their physical components and properties, both from a theoretical point of …

It is estimated that the number of Internet-of-Things (IoT) devices will reach 75 billion in the
next five years. Most of those currently and soon-to-be deployed devices lack sufficient …

Radio-frequency distinct native attribute (RF-DNA) fingerprinting is adapted as a physical-
layer technique to improve the security of integrated circuit (IC)-based multifactor …

The authors investigate the application of deep convolutional neural networks (CNNs) to the
problem of radiometric identification, ie the task of authenticating wireless devices on the …

Successful" cracking" of bit-level security compromises network integrity and physical layer
augmentation is being investigated to improve overall security. Intra-cellular security is …

In recent years, with the rise of intelligent hardware technology, the Internet of Things (IoT)
has achieved rapid development and has been widely used in smart cities, smart power …