CTDNN-Spoof: compact tiny deep learning architecture for detection and multi-label classification of GPS spoofing attacks in small UAVs [PDF]
Scientific ReportsGPS spoofing presents a significant threat to small Unmanned Aerial Vehicles (UAVs) by manipulating navigation systems, potentially causing safety risks, privacy violations, and mission disruptions.
Ahmad Almadhor +5 more
doaj +2 more sources
Multi-Layer AI Sensor System for Real-Time GPS Spoofing Detection and Encrypted UAS Control [PDF]
SensorsUnmanned Aerial Systems (UASs) are playing an increasingly critical role in both civilian and defense applications. However, their heavy reliance on unencrypted Global Navigation Satellite System (GNSS) signals, particularly GPS, makes them highly ...
Ayoub Alsarhan +7 more
doaj +2 more sources
An Analysis of GPS Spoofing Attack and Efficient Approach to Spoofing Detection in PX4
IEEE AccessUnmanned Aerial Vehicles (UAVs) are aerial vehicles that can go to a particular position without human control or with remote human control. It is because unmanned control mainly relies on position estimation that a lot of research has been studied on ...
Ji Hyuk Jung +3 more
doaj +2 more sources
Secure localization of land vehicles under GPS spoofing attack with decomposition Kalman filter [PDF]
Scientific ReportsThis study presents a secure vehicle localization framework designed to maintain accuracy under GPS spoofing attacks. The framework integrates a spoofing detection mechanism operating in three adaptive modes and employs refined dynamic, measurement, and ...
Meihong Zhao +3 more
doaj +2 more sources
Exploring Multi-Channel GPS Receivers for Detecting Spoofing Attacks on UAVs Using Machine Learning [PDF]
SensorsAll current transportation systems (vehicles, trucks, planes, etc.) rely on the Global Positioning System (GPS) as their main navigation technology. GPS receivers collect signals from multiple satellites and are able to provide more or less accurate ...
Mustapha Mouzai +3 more
doaj +2 more sources
Performance Analysis of LSTM, GRU and Hybrid LSTM–GRU Model for Detecting GPS Spoofing Attacks [PDF]
SensorsThe exposure of Unmanned Aerial Vehicles (UAVs) to Global Positioning System (GPS) spoofing attacks constitutes a major cybersecurity challenge. In this work, we conduct a comparative performance analysis of LSTM, GRU, and sequential LSTM–GRU hybrid deep
Umur Kuriş, Özgür Can Turna
doaj +2 more sources
GPS Spoofing Attacks in FANETs: A Systematic Literature Review
IEEE Access, 2023 Flying Ad-Hoc Networks (FANETs) are groups of UAVs connected in an Ad-Hoc manner to accomplish a common mission. The widespread acceptance of UAVs due to their low cost and high efficiency has attracted malicious security attacks against them.
Ala Altaweel +2 more
doaj +2 more sources
Infrastructure-Enabled GPS Spoofing Detection and Correction [PDF]
IEEE Transactions on Intelligent Transportation Systems, 2021 Add more results in experiment study, etc.
Feilong Wang +2 more
openaire +2 more sources
Spoofing in aviation: Security threats on GPS and ADS-B systems [PDF]
Vojnotehnički Glasnik, 2021 Introduction/purpose: The paper provides a review of recent research in the field of GPS and ADS-B spoofing. Systems that rely on satellite positioning technology can be targeted by spoofing in order to generate incorrect positioning/timing, which is ...
Dejan V. Kožović +1 more
doaj +1 more source