A machine learning approach for detecting gps location spoofing attacks in autonomous vehicles

S Filippou, A Achilleos, SZ Zukhraf… - 2023 IEEE 97th …, 2023 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAV) depend on satellite systems, such as the
Global Positioning System (GPS), for location awareness. Location data are streamed in real …

[PDF][PDF] Semperfi: Anti-spoofing gps receiver for uavs

H Sathaye, G LaMountain, P Closas… - Network and Distributed …, 2022 - par.nsf.gov
It is well-known that GPS is vulnerable to signal spoofing attacks. Although several spoofing
detection techniques exist, they are incapable of mitigation and recovery from stealthy …

[HTML][HTML] GPS spoofing detection via crowd-sourced information for connected vehicles

G Oligeri, S Sciancalepore, OA Ibrahim, R Di Pietro - Computer Networks, 2022 - Elsevier
Modern vehicular systems rely on the Global Positioning System (GPS) technology to
provide accurate and timely services. However, the GPS has been proved to be …

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 …

A novel deep learning gps anti-spoofing system with doa time-series estimation

M Jayaweera - 2021 IEEE Global Communications Conference …, 2021 - ieeexplore.ieee.org
Many critical systems and infrastructure rely on the Global Positioning System (GPS) for
synchronization of clocks that is essential for their operation. Sophisticated GPS spoofing …

[HTML][HTML] A GPS-Adaptive Spoofing Detection Method for the Small UAV Cluster

L Meng, L Zhang, L Yang, W Yang - Drones, 2023 - mdpi.com
The small UAV (unmanned aerial vehicle) cluster has become an important trend in the
development of UAVs because it has the advantages of being unmanned, having a small …

Capture of UAVs through GPS spoofing using low-cost SDR platforms

J Gaspar, R Ferreira, P Sebastião, N Souto - Wireless Personal …, 2020 - Springer
The increased use of unmanned aerial vehicles (UAVs), better known as drones, by civilians
has grown exponentially and their autonomous flight control systems have improved …

Gasx: Explainable artificial intelligence for detecting gps spoofing attacks

Z Fan, X Tian, S Wei, D Shen, G Chen, K Pham… - Proceedings of the 2024 …, 2024 - ion.org
Unmanned Aerial Systems heavily depend on the Global Positioning System (GPS) for
navigation. However, the GPS signals are subject to different types of threats including GPS …

Prediction-based GNSS spoofing attack detection for autonomous vehicles

S Dasgupta, M Rahman, M Islam… - arXiv preprint arXiv …, 2020 - arxiv.org
Global Navigation Satellite System (GNSS) provides Positioning, Navigation, and Timing
(PNT) services for autonomous vehicles (AVs) using satellites and radio communications …

[HTML][HTML] Performance analysis of direct gps spoofing detection method with ahrs/accelerometer

KC Kwon, DS Shim - Sensors, 2020 - mdpi.com
The global positioning system (GPS) is an essential technology that provides positioning
capabilities and is used in various applications such as navigation, surveying, mapping …