A survey of physical-layer authentication in wireless communications

N Xie, Z Li, H Tan - IEEE Communications Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Authentication is an important issue in wireless communications because the open nature of
the wireless medium provides more security vulnerabilities. Recently, Physical-Layer …

A comprehensive survey on radio frequency (RF) fingerprinting: Traditional approaches, deep learning, and open challenges

A Jagannath, J Jagannath, PSPV Kumar - Computer Networks, 2022 - Elsevier
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 …

Towards scalable and channel-robust radio frequency fingerprint identification for LoRa

G Shen, J Zhang, A Marshall… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Radio frequency fingerprint identification (RFFI) is a promising device authentication
technique based on transmitter hardware impairments. The device-specific hardware …

Machine learning for the detection and identification of Internet of Things devices: A survey

Y Liu, J Wang, J Li, S Niu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is becoming an indispensable part of everyday life, enabling a
variety of emerging services and applications. However, the presence of rogue IoT devices …

A survey of physical layer techniques for secure wireless communications in industry

P Angueira, I Val, J Montalban, Ó Seijo… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
The industrial environment poses strict requirements to the infrastructure of good and
service production and delivery. Communications are not an exception. Wired systems …

Deep learning based RF fingerprint identification using differential constellation trace figure

L Peng, J Zhang, M Liu, A Hu - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
This paper proposes a novel deep learning-based radio frequency fingerprint (RFF)
identification method for internet of things (IoT) terminal authentications. Differential …

Radio frequency fingerprint identification for narrowband systems, modelling and classification

J Zhang, R Woods, M Sandell… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Device authentication is essential for securing Internet of things. Radio frequency fingerprint
identification (RFFI) is an emerging technique that exploits intrinsic and unique hardware …

Design of a hybrid RF fingerprint extraction and device classification scheme

L Peng, A Hu, J Zhang, Y Jiang, J Yu… - IEEE internet of things …, 2018 - ieeexplore.ieee.org
Radio frequency (RF) fingerprint is the inherent hardware characteristics and has been
employed to classify and identify wireless devices in many Internet of Things applications …

Cross-layer device authentication with quantum encryption for 5G enabled IIoT in industry 4.0

D Xu, K Yu, JA Ritcey - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
Industrial Internet of Things (IIoT), a core enabler of Industry 4.0, is evolving rapidly to tackle
the challenges imposed by explosive real-time manufacturing data in the context of Internet …

A new frontier for IoT security emerging from three decades of key generation relying on wireless channels

J Zhang, G Li, A Marshall, A Hu, L Hanzo - IEEE Access, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) is a transformative technology, which is revolutionizing our
everyday life by connecting everyone and everything together. The massive number of …