Machine learning for the detection and identification of Internet of Things devices: A survey
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 …
variety of emerging services and applications. However, the presence of rogue IoT devices …
[HTML][HTML] A survey of spoofer detection techniques via radio frequency fingerprinting with focus on the gnss pre-correlation sampled data
Radio frequency fingerprinting (RFF) methods are becoming more and more popular in the
context of identifying genuine transmitters and distinguishing them from malicious or non …
context of identifying genuine transmitters and distinguishing them from malicious or non …
Deep learning radio frequency signal classification with hybrid images
H Elyousseph, ML Altamimi - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
In recent years, Deep Learning (DL) has been successfully applied to detect and classify
Radio Frequency (RF) Signals. A DL approach is especially useful since it identifies the …
Radio Frequency (RF) Signals. A DL approach is especially useful since it identifies the …
[HTML][HTML] Data from Smartphones and Wearables
J Torres-Sospedra, A Ometov - Data, 2021 - mdpi.com
Wearables are wireless devices that we “wear” on our bodies. The proliferation of devices
embedded in clothes, medical smart wear, skin patches, smartwatches, and bracelets …
embedded in clothes, medical smart wear, skin patches, smartwatches, and bracelets …
UAV RF Fingerprinting with Power Spectra Estimates
H Elyousseph, ML Altamimi - 2021 2nd International …, 2021 - ieeexplore.ieee.org
There is a vital need to detect and classify different radio-controlled Unmanned Aerial
Vehicles (UAVs), and that need will only grow as they gain wider use. Using Radio …
Vehicles (UAVs), and that need will only grow as they gain wider use. Using Radio …
Signal fingerprinting and machine learning framework for UAV detection and identification.
OO Medaiyese - 2021 - ir.library.louisville.edu
Advancement in technology has led to creative and innovative inventions. One such
invention includes unmanned aerial vehicles (UAVs). UAVs (also known as drones) are now …
invention includes unmanned aerial vehicles (UAVs). UAVs (also known as drones) are now …
[PDF][PDF] Emitting Devices Identification Based on Variational Mode Decomposition of Captured Bluetooth Signals
A Aghnaiya, S Abofana, I Salem - researchgate.net
Recently, the use of communication systems is increased therefore the security networks
has become more important. Radio frequency fingerprinting (RFF) is one of the …
has become more important. Radio frequency fingerprinting (RFF) is one of the …