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eess.SP2020
Wireless Fingerprinting via Deep Learning: The Impact of Confounding Factors
Metehan Cekic, Soorya Gopalakrishnan, Upamanyu Madhow
Can we distinguish between two wireless transmitters sending exactly the same message, using the same protocol? The opportunity for doing so arises due to subtle nonlinear variatio…
eess.SP2019
Robust Wireless Fingerprinting via Complex-Valued Neural Networks
Soorya Gopalakrishnan, Metehan Cekic, Upamanyu Madhow
A "wireless fingerprint" which exploits hardware imperfections unique to each device is a potentially powerful tool for wireless security. Such a fingerprint should be able to dist…