Deep-Learning-Based Device Fingerprinting for Increased LoRa-IoT Security: Sensitivity to Network Deployment Changes

31 August 2022

Papers citing "Deep-Learning-Based Device Fingerprinting for Increased LoRa-IoT Security: Sensitivity to Network Deployment Changes"

10 / 10 papers shown

Title
On the Reliability of Radio Frequency Fingerprinting Muhammad Irfan Savio Sciancalepore Gabriele Oligeri 34 1 0 17 Aug 2024
Unsupervised Contrastive Learning for Robust RF Device Fingerprinting Under Time-Domain Shift Jun Chen Weng-Keen Wong B. Hamdaoui 55 3 0 06 Mar 2024
Domain-Agnostic Hardware Fingerprinting-Based Device Identifier for Zero-Trust IoT Security Abdurrahman Elmaghbub B. Hamdaoui 16 4 0 08 Feb 2024
$Domain-Adaptive Device Fingerprints for Network Access Authentication Through Multifractal Dimension Representation$ Domain-Adaptive Device Fingerprints for Network Access Authentication Through Multifractal Dimension Representation Benjamin Johnson B. Hamdaoui 22 1 0 15 Aug 2023
EPS: Distinguishable IQ Data Representation for Domain-Adaptation Learning of Device Fingerprints Abdurrahman Elmaghbub B. Hamdaoui 16 7 0 08 Aug 2023
On the Impact of the Hardware Warm-Up Time on Deep Learning-Based RF Fingerprinting Abdurrahman Elmaghbub B. Hamdaoui 11 3 0 31 Jul 2023
Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting Joshua Smailes S. Köhler S. Birnbach Martin Strohmeier Ivan Martinovic 21 15 0 11 May 2023
The Day-After-Tomorrow: On the Performance of Radio Fingerprinting over Time Saeif Alhazbi Savio Sciancalepore Gabriele Oligeri 16 13 0 09 May 2023
ADL-ID: Adversarial Disentanglement Learning for Wireless Device Fingerprinting Temporal Domain Adaptation Abdurrahman Elmaghbub B. Hamdaoui Weng-Keen Wong 13 8 0 29 Jan 2023
Uncovering the Portability Limitation of Deep Learning-Based Wireless Device Fingerprints B. Hamdaoui Abdurrahman Elmaghbub 15 8 0 14 Nov 2022