A review of radio frequency fingerprinting techniques

N Soltanieh, Y Norouzi, Y Yang… - IEEE Journal of Radio …, 2020 - ieeexplore.ieee.org
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 …

On physical-layer identification of wireless devices

B Danev, D Zanetti, S Capkun - ACM Computing Surveys (CSUR), 2012 - dl.acm.org
Physical-layer device identification aims at identifying wireless devices during radio
communication by exploiting unique characteristics of their analog (radio) circuitry. This work …

DÏoT: A federated self-learning anomaly detection system for IoT

TD Nguyen, S Marchal, M Miettinen… - 2019 IEEE 39th …, 2019 - ieeexplore.ieee.org
IoT devices are increasingly deployed in daily life. Many of these devices are, however,
vulnerable due to insecure design, implementation, and configuration. As a result, many …

Audi: Toward autonomous iot device-type identification using periodic communication

S Marchal, M Miettinen, TD Nguyen… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
IoT devices are being widely deployed. But the huge variance among them in the level of
security and requirements for network resources makes it unfeasible to manage IoT …

RF-PUF: Enhancing IoT Security Through Authentication of Wireless Nodes Using In-Situ Machine Learning

B Chatterjee, D Das, S Maity… - IEEE internet of things …, 2018 - ieeexplore.ieee.org
Traditional authentication in radio-frequency (RF) systems enable secure data
communication within a network through techniques such as digital signatures and hash …

Wireless device identification with radiometric signatures

V Brik, S Banerjee, M Gruteser, S Oh - Proceedings of the 14th ACM …, 2008 - dl.acm.org
We design, implement, and evaluate a technique to identify the source network interface
card (NIC) of an IEEE 802.11 frame through passive radio-frequency analysis. This …

[PDF][PDF] AccelPrint: Imperfections of Accelerometers Make Smartphones Trackable.

S Dey, N Roy, W Xu, RR Choudhury, S Nelakuditi - NDSS, 2014 - Citeseer
As mobile begins to overtake the fixed Internet access, ad networks have aggressively
sought methods to track users on their mobile devices. While existing countermeasures and …

RF impairment model-based IoT physical-layer identification for enhanced domain generalization

S Rajendran, Z Sun - IEEE Transactions on Information …, 2022 - ieeexplore.ieee.org
For small, inexpensive, and power-constrained IoT devices, Radiofrequency fingerprinting
(RF-fingerprinting) has emerged as a cost-effective security solution. Robustness and …

[PDF][PDF] Tracking Mobile Web Users Through Motion Sensors: Attacks and Defenses.

A Das, N Borisov, M Caesar - NDSS, 2016 - ndss-symposium.org
Modern smartphones contain motion sensors, such as accelerometers and gyroscopes.
These sensors have many useful applications; however, they can also be used to uniquely …

Do you hear what i hear? fingerprinting smart devices through embedded acoustic components

A Das, N Borisov, M Caesar - Proceedings of the 2014 ACM SIGSAC …, 2014 - dl.acm.org
The widespread use of smart devices gives rise to privacy concerns. Fingerprinting smart
devices can jeopardize privacy by allowing remote identification without user awareness …