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 …

Physical layer security for the Internet of Things: Authentication and key generation

J Zhang, S Rajendran, Z Sun… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
A low-complexity, yet secure framework is proposed for protecting the IoT and for achieving
both authentication and secure communication. In particular, the slight random difference …

IoT devices fingerprinting using deep learning

H Jafari, O Omotere, D Adesina… - MILCOM 2018-2018 …, 2018 - ieeexplore.ieee.org
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 …

Location-invariant physical layer identification approach for WiFi devices

G Li, J Yu, Y Xing, A Hu - Ieee Access, 2019 - ieeexplore.ieee.org
Recently, Radio Frequency Fingerprinting (RFF) becomes a promising technique which
augments existing multifactor authentication schemes at the device level to counter forgery …

Injecting reliable radio frequency fingerprints using metasurface for the Internet of Things

S Rajendran, Z Sun, F Lin, K Ren - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In Internet of Things, where billions of devices with limited resources are communicating with
each other, security has become a major stumbling block affecting the progress of this …

Specific emitter identification techniques for the internet of things

K Sa, D Lang, C Wang, Y Bai - IEEE Access, 2019 - ieeexplore.ieee.org
Specific Emitter Identification (SEI) detects the individual emitter according its varied signal
characteristics. The method operates in the physical layer of the internet and can effectively …

Extensions to radio frequency fingerprinting

SD Andrews - 2019 - vtechworks.lib.vt.edu
Radio frequency fingerprinting, a type of physical layer identification, allows identifying
wireless transmitters based on their unique hardware. Every wireless transmitter has slight …

Behavior modeling and individual recognition of sonar transmitter for secure communication in UASNs

F Shi, Z Chen, X Cheng - IEEE Access, 2019 - ieeexplore.ieee.org
It is necessary to improve the safety of the underwater acoustic sensor networks (UASNs)
since it is mostly used in the military industry. Specific emitter identification is the process of …

Federated learning based distributed algorithms for RF fingerprinting extraction and identification of IoT devices

W Wu, S Hu, Y Gao, J Cao - … for Communications and Networks: Third EAI …, 2021 - Springer
With the development of Internet of things (IoT), exponential data growth and diversified
functions and services have dramatically enhanced the importance of user authentication for …

On the Performance Supremum of CFO Based Physical Layer Identification

S Zeng, Y Chen, X Li, Y Shen, D Zhao… - Wireless …, 2022 - Wiley Online Library
Physical layer identification is an emerging technique that exploits physical layer features to
identify wireless devices. The identification accuracy and the device quantity that can be …