DeepSIM: GPS Spoofing Detection on UAVs using Satellite Imagery Matching
Nian Xue, Liang Niu, Xianbin Hong, Zhen Li, Larissa Hoffaeller, Christina Pöpper
Abstract
Unmanned Aerial Vehicles (UAVs), better known as drones, have significantly advanced fields such as aerial surveillance, military reconnaissance, cadastral surveying, disaster monitoring, and delivery services. However, UAVs rely on civilian (unauthenticated) GPS for navigation which can be trivially spoofed.
Topics & Concepts
DroneSpoofing attackGlobal Positioning SystemComputer scienceRemote sensingCadastreAerial imageryGNSS applicationsReal-time computingSatelliteSatellite navigationComputer visionComputer securityArtificial intelligenceGeographyCartographyEngineeringTelecommunicationsAerospace engineeringGeneticsBiologyAutomated Road and Building ExtractionAdvanced Neural Network ApplicationsRobotics and Sensor-Based Localization