Effects of GPS spoofing on unmanned aerial vehicles

D Mendes, N Ivaki, H Madeira - 2018 IEEE 23rd Pacific Rim …, 2018 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) are no longer exclusively military and scientific solutions.
These vehicles have been growing in popularity among hobbyist and also as industrial …

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 …

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 …

A vision-based GPS-spoofing detection method for small UAVs

Y Qiao, Y Zhang, X Du - 2017 13th International Conference on …, 2017 - ieeexplore.ieee.org
In recent years, consumer-class UAVs have come into public view and cyber security starts
to attract the attention of researchers and hackers. The tasks of positioning, navigation and …

Civilian unmanned aerial vehicle vulnerability to gps spoofing attacks

L He, W Li, C Guo, R Niu - 2014 Seventh International …, 2014 - ieeexplore.ieee.org
The strength of the GPS signal on the earth's surface averages-160 dBw. While many GPS
receivers leave large space for signal dynamics, enough power space is left for the GPS …

A comparative analysis of the ensemble models for detecting gps spoofing attacks on uavs

A Gasimova, TT Khoei… - 2022 IEEE 12th Annual …, 2022 - ieeexplore.ieee.org
Unmanned Aerial Vehicles have been widely used in military and civilian areas. The
positioning and return-to-home tasks of UAVs deliberately depend on Global Positioning …

A SVM-based detection approach for GPS spoofing attacks to UAV

G Panice, S Luongo, G Gigante… - … on Automation and …, 2017 - ieeexplore.ieee.org
Today, the necessity of strong cyber security measures is self-evident. The proliferation of
cyber attacks is causing increasing damage to companies, governments and individuals and …

[HTML][HTML] On GPS spoofing of aerial platforms: a review of threats, challenges, methodologies, and future research directions

SZ Khan, M Mohsin, W Iqbal - PeerJ Computer Science, 2021 - peerj.com
Abstract Unmanned Aerial Systems (UAVs, Drones), initially known only for their military
applications, are getting increasingly popular in the civil sector as well. Over the military …

Efficient detection of GPS spoofing attacks on unmanned aerial vehicles using deep learning

RA Agyapong, M Nabil, AR Nuhu… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
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 …

An experimental study of {GPS} spoofing and takeover attacks on {UAVs}

H Sathaye, M Strohmeier, V Lenders… - 31st USENIX security …, 2022 - usenix.org
Today, there is limited knowledge about the behavior of UAVs under GPS spoofing attacks
in a real-world environment, in particular considering the interplay between the UAV's …