Preventing Radio Fingerprinting through Friendly Jamming

M Irfan, S Sciancalepore, G Oligeri - arXiv preprint arXiv:2407.08311, 2024 - arxiv.org
Radio Frequency fingerprinting enables a passive receiver to recognize and authenticate a
transmitter without the need for cryptographic tools. Authentication is achieved by isolating …

Toward Robust Radio Frequency Fingerprint Identification via Adaptive Semantic Augmentation

Z Cai, Y Wang, G Gui, J Sha - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Radio frequency fingerprint identification (RFFI) is regarded as one of the most promising
techniques for managing and regulating Internet of Things (IoT) devices. This technology …

On the Reliability of Radio Frequency Fingerprinting

M Irfan, S Sciancalepore, G Oligeri - arXiv preprint arXiv:2408.09179, 2024 - arxiv.org
Radio Frequency Fingerprinting (RFF) offers a unique method for identifying devices at the
physical (PHY) layer based on their RF emissions due to intrinsic hardware differences …

Authentication by Intelligent Learning: A Novel Hybrid Deep Learning/Machine-Learning Radio Frequency Fingerprinting Scheme

TN Al-Qabbani, G Oligeri… - IEEE Journal of Radio …, 2024 - ieeexplore.ieee.org
LoRa technology, widely used in the Internet of Things (IoT) domain, faces challenges with
traditional cryptographic authentication methods due to power constraints and computing …

Edge AI-based Radio Frequency Fingerprinting for IoT Networks

AM Hussain, N Abughanam… - arXiv preprint arXiv …, 2024 - arxiv.org
The deployment of the Internet of Things (IoT) in smart cities and critical infrastructure has
enhanced connectivity and real-time data exchange but introduced significant security …

HidePrint: Hiding the Radio Fingerprint via Random Noise

G Oligeri, S Sciancalepore - arXiv preprint arXiv:2411.06417, 2024 - arxiv.org
Radio Frequency Fingerprinting (RFF) techniques allow a receiver to authenticate a
transmitter by analyzing the physical layer of the radio spectrum. Although the vast majority …

Tracking UWB Devices Through Radio Frequency Fingerprinting Is Possible

T Ardoin, N Pauli, B Groß, M Kholghi, K Reaz… - arXiv preprint arXiv …, 2025 - arxiv.org
Ultra-wideband (UWB) is a state-of-the-art technology designed for applications requiring
centimeter-level localization. Its widespread adoption by smartphone manufacturer naturally …

Cyber Spectrum Intelligence: Security Applications, Challenges and Road Ahead

S Sciancalepore, G Oligeri - arXiv preprint arXiv:2501.03977, 2025 - arxiv.org
Cyber Spectrum Intelligence (SpecInt) is emerging as a concept that extends beyond basic
{\em spectrum sensing} and {\em signal intelligence} to encompass a broader set of …

An Overview of Challenges to Long-Term Sustainability and Scalability of Radio Frequency Fingerprinting

HŞ Demiroğlu, MA Awan, A Kara - 2024 6th International …, 2024 - ieeexplore.ieee.org
Internet of Things (IoT) technology has become ubiquitous with a broad spectrum of
applications. This vast pen-etration entails formidable cyber-security for the stable operation …

Optimizing Radio Frequency Fingerprinting for Device Classification: A Study Towards Lightweight DL Models

R İyiparlakoğlu, MA Awan, Y Dalveren… - 2024 6th International …, 2024 - ieeexplore.ieee.org
As the Internet of Things (IoT) permeates diverse application domains, ensuring the security
of wireless networks has become increasingly critical. However, the constraints of resource …