Datasets Comparison
Version 2
A DATASET for GPS Spoofing Detection on Unmanned Aerial System
Description
This dataset includes data extracted from authentic raw GPS signals collected from different locations to emulate a flying UAS using a Universal software radio peripheral unit configured as a GPS receiver.
Institutions
Institutions
University of North Dakota
Categories
Cybersecurity, Global Positioning Systems, Unmanned Aerial Vehicle (Space Vehicle)
Licence
Creative Commons Attribution 4.0 International
Version 3
A DATASET for GPS Spoofing Detection on Unmanned Aerial System
Description
A dataset of Global Positioning System (GPS) spoofing attacks is presented in this article. This dataset includes data extracted from authentic GPS signals collected using an eight-channel GPS receiver installed on top of a vehicle with a speed ranging from 0 mph to 60 mph emulating the UAS flight, as well as three static positions on top of different buildings (different altitudes) to emulate the UAS hovering operation. During the data collection, 13 features are extracted from eight-parallel channels. In addition to the collected authentic GPS signals, three GPS spoofing attack types were simulated, simplistic, intermediate, and sophisticated attacks.
Institutions
Institutions
University of North Dakota
Categories
Cybersecurity, Global Positioning Systems, Unmanned Vehicle
Licence
Creative Commons Attribution 4.0 International