An Adversarial-Driven Experimental Study on Deep Learning for RF Fingerprinting

Xinyu Cao, Bimal Adhikari, Shangqing Zhao +2

Radio frequency (RF) fingerprinting, which extracts unique hardware imperfections of radio devices, has emerged as a promising physical-layer device identification mechanism in zer…