Towards physical layer identification of cognitive radio devices. - Seth Andrews; Ryan M. Gerdes; Ming Li 003 (CNS, 2017)

Clustering Learned CNN Features from Raw I/Q Data for Emitter Identification. - Lauren J. Wong; William C. Headley; Seth Andrews; Ryan M. Gerdes; Alan J. Michaels (MILCOM, 2018)

Crowdsourced measurements for device fingerprinting. - Seth Andrews; Ryan M. Gerdes; Ming Li 003 (WiSec, 2019)