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Filtering by: Academic Affiliation Electrical Engineering and Computer Science Advisor Hamdaoui, Bechir Advisor Chen, Lizhong

Towards Deep Learning Model Portability for Domain-Agnostic Device Fingerprinting

Creator:

Gaskin, Jared

Abstract:

In recent years, RF (Radio Frequency) device fingerprinting using deep learning has emerged as a method of identifying devices solely by their RF transmissions. Conventional approaches to this type of device fingerprinting are not portable to different domains. That is, if a model for this purpose is trained on data...

Resource Type:

Masters Thesis