Stratis Ioannidis

MAC ID Spoofing-Resistant Radio Fingerprinting

2019

We explore the resistance of deep learning methods for radio fingerprinting to MAC ID spoofing. We demonstrate that classifying transmission slices enables classification of a transmission with a fixed-length input deep classifier, enhances shift-invariance, and, …