GNSS Jamming Classification via CNN, Transfer Learning & the Novel Concatenation of Signal Representations. - Carolyn J. Swinney; John C. Woods (CyberSA, 2021)

GPS Jamming Signal Classification with CNN Feature Extraction in low Signal-to-Noise Environments. - Carolyn J. Swinney; John C. Woods (Int. J. Cyber Situational Aware., 2022)

K-Means Clustering Approach to UAS Classification via Graphical Signal Representation of Radio Frequency Signals for Air Traffic Early Warning. - Carolyn J. Swinney; John C. Woods (IEEE Trans. Intell. Transp. Syst., 2022)

DroneDetect Dataset: A Radio Frequency dataset of Unmanned Aerial System (UAS) Signals for Machine Learning Detection & Classification. - Carolyn J. Swinney; John C. Woods (IEEE DataPort, 2022)