[HTML][HTML] GPS spoofing detection method for small UAVs using 1D convolution neural network
YH Sung, SJ Park, DY Kim, S Kim - Sensors, 2022 - mdpi.com
The navigation of small unmanned aerial vehicles (UAVs), such as quadcopters,
significantly relies on the global positioning system (GPS); however, UAVs are vulnerable to …
significantly relies on the global positioning system (GPS); however, UAVs are vulnerable to …
[HTML][HTML] A deep-learning-based gps signal spoofing detection method for small UAVs
The navigation of small unmanned aerial vehicles (UAVs) mainly depends on global
positioning systems (GPSs). However, GPSs are vulnerable to attack by spoofing, which …
positioning systems (GPSs). However, GPSs are vulnerable to attack by spoofing, which …
Deep learning detection of GPS spoofing
Unmanned aerial vehicles (UAVs) are widely deployed in air navigation, where numerous
applications use them for safety-of-life and positioning, navigation, and timing tasks …
applications use them for safety-of-life and positioning, navigation, and timing tasks …
Efficient detection of GPS spoofing attacks on unmanned aerial vehicles using deep learning
Unmanned Aerial Vehicles (UAV) have gained major attention in recent years due to its
numerous benefits. The navigation of UAVs is heavily reliant on sensors such as the Global …
numerous benefits. The navigation of UAVs is heavily reliant on sensors such as the Global …
Detection of GPS spoofing attack on unmanned aerial vehicle system
C Liang, M Miao, J Ma, H Yan, Q Zhang, X Li… - Machine Learning for …, 2019 - Springer
Most of the existing GPS spoofing detection schemes are vulnerable to the complex
generative GPS spoofing attack, and require additional auxiliary equipments and extensive …
generative GPS spoofing attack, and require additional auxiliary equipments and extensive …
Supervised deep learning models for detecting GPS spoofing attacks on unmanned aerial vehicles
Unmanned Aerial Networks (UAVs) are prone to several cyber-atttacks, including Global
Positioining Spoofing attacks. For this purpose, numerous studies have been conducted to …
Positioining Spoofing attacks. For this purpose, numerous studies have been conducted to …
Deep-ensemble-learning-based GPS spoofing detection for cellular-connected UAVs
Unmanned aerial vehicles (UAVs) are an emerging technology in the 5G-and-beyond
systems with the promise of assisting cellular communications and supporting IoT …
systems with the promise of assisting cellular communications and supporting IoT …
SigFeaDet: Signal Features-based UAV GPS Spoofing Detection using Machine Learning
X Wei, L Wang - 2023 IEEE 29th International Conference on …, 2023 - ieeexplore.ieee.org
The GPS is the most common used satellite-based navigation and positioning system. It is
an indispensable component for a UAV as it provides accurate location data that is critical …
an indispensable component for a UAV as it provides accurate location data that is critical …
GPS spoofing on UAV: A survey
With the development of the Internet of Things (IoT) and Cyber-Physical System (CPS),
Unmanned Aerial Vehicles (UAVs) are deployed in various implementations which improve …
Unmanned Aerial Vehicles (UAVs) are deployed in various implementations which improve …
Intelligent detection algorithm against UAVs' GPS spoofing attack
S Wang, J Wang, C Su, X Ma - 2020 IEEE 26th International …, 2020 - ieeexplore.ieee.org
Unmanned Aerial Vehicle (UAV) technology is more and more widely used in the field of
civil and military information acquisition. GPS plays the most critical part of UAVs' navigation …
civil and military information acquisition. GPS plays the most critical part of UAVs' navigation …