Title :
Unmanned Aerial Vehicle security using behavioral profiling
Author :
Birnbaum, Zachary ; Dolgikh, Andrey ; Skormin, Victor ; O´Brien, Edward ; Muller, Daniel ; Stracquodaine, Christina
Author_Institution :
Electr. & Comput. Eng., Binghamton Univ., Binghamton, NY, USA
Abstract :
The proliferation of Unmanned Aerial Vehicles (UAVs) raises a host of new security concerns. Our research resulted in a prototype UAV monitoring system, which captures flight data and performs real-time behavioral monitoring. If a behavioral anomaly is found, the system will alert the operator. In addition, a novel visualization system tracks the real time behavior and flight of multiple UAVs. Our results demonstrate that application of behavioral methods facilitates efficient anomaly detection during flight, thus providing additional assurance of the mission success.
Keywords :
autonomous aerial vehicles; computerised monitoring; control engineering computing; data visualisation; mobile robots; security of data; anomaly detection; behavioral profiling; flight data capture; prototype UAV monitoring system; unmanned aerial vehicle security; visualization system; Engines; Global Positioning System; Hardware; Monitoring; Security; Semantics; Unmanned aerial vehicles; behavioral detection; safety; security; unmanned aerial vehicle;
Conference_Titel :
Unmanned Aircraft Systems (ICUAS), 2015 International Conference on
Conference_Location :
Denver, CO
Print_ISBN :
978-1-4799-6009-5
DOI :
10.1109/ICUAS.2015.7152425