GPS Spoofing Detection Method for Small UAVs Using 1D Convolution Neural Network [PDF]
Sensors, 2022 The navigation of small unmanned aerial vehicles (UAVs), such as quadcopters, significantly relies on the global positioning system (GPS); however, UAVs are vulnerable to GPS spoofing attacks.
Young-Hwa Sung +3 more
exaly +4 more sources
Performance Analysis of Direct GPS Spoofing Detection Method with AHRS/Accelerometer [PDF]
Sensors, 2020 The global positioning system (GPS) is an essential technology that provides positioning capabilities and is used in various applications such as navigation, surveying, mapping, robot simultaneous localization and mapping (SLAM), location-based service ...
Duk-Sun Shim
exaly +4 more sources
A GPS Spoofing Generator Using an Open Sourced Vector Tracking-Based Receiver [PDF]
Sensors, 2019 Spoofing can seriously threaten the use of the Global Positioning System (GPS) in critical applications such as positioning and navigation of autonomous vehicles.
Qian Meng, Li-Ta Hsu, Bing Xu
exaly +4 more sources
On GPS spoofing of aerial platforms: a review of threats, challenges, methodologies, and future research directions [PDF]
PeerJ Computer Science, 2021 Unmanned Aerial Systems (UAVs, Drones), initially known only for their military applications, are getting increasingly popular in the civil sector as well.
Shah Zahid Khan +2 more
doaj +3 more sources
Towards the Detection of GPS Spoofing Attacks against Drones by Analyzing Camera’s Video Stream [PDF]
Sensors, 2022 A Global Positioning System (GPS) spoofing attack can be launched against any commercial GPS sensor in order to interfere with its navigation capabilities. These sensors are installed in a variety of devices and vehicles (e.g., cars, planes, cell phones,
Barak Davidovich +2 more
doaj +2 more sources
A Light-Weight Technique to Detect GPS Spoofing Using Attenuated Signal Envelopes
IEEE Open Journal of the Computer Society, 2023 Global Positioning System (GPS) spoofing attacks have attracted more attention as one of the most effective GPS attacks. Since the signals from an authentic satellite and the spoofer undergo different attenuation, the captured envelope of fake GPS ...
Muhammad Naveed Aman, Biplab Sikdar
exaly +3 more sources
Ensemble Machine Learning Models Utilizing a Hybrid Recursive Feature Elimination (RFE) Technique for Detecting GPS Spoofing Attacks Against Unmanned Aerial Vehicles [PDF]
SensorsThe dependency of Unmanned Aerial Vehicles (UAVs), also known as drones, on off-board data, such as control and position data, makes them highly susceptible to serious safety and security threats, including data interceptions, Global Positioning System ...
Raghad Al-Syouf +3 more
doaj +2 more sources
Adversarial Evasion Attacks on SVM-Based GPS Spoofing Detection Systems [PDF]
SensorsGPS spoofing remains a critical threat in the use of autonomous vehicles. Machine-learning-based detection systems, particularly support vector machines (SVMs), demonstrate high accuracy in their defense against conventional spoofing attacks.
Sunghyeon An +2 more
doaj +2 more sources
DeepSpoofNet: a framework for securing UAVs against GPS spoofing attacks [PDF]
PeerJ Computer ScienceUncrewed Aerial Vehicles (UAVs) are frequently utilized in several domains such as transportation, distribution, monitoring, and aviation. A significant security vulnerability is the Global Positioning System (GPS) Spoofing attack, wherein the assailant ...
Aziz Ur Rehman Badar +6 more
doaj +3 more sources
A Physics-Informed Residual and Particle Swarm Optimization Framework for Physics-Informed UAV GPS Spoofing Detection [PDF]
SensorsGlobal Positioning System (GPS) spoofing poses a significant threat to the reliability of unmanned aerial vehicle (UAV) navigation systems that rely heavily on Global Navigation Satellite Systems (GNSS).
Ting Ma, Xiaofeng Zhang
doaj +2 more sources