68 citations · 159 across the 12 of their papers we have counts for
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cs.CR2023★ 1 cited
HiNoVa: A Novel Open-Set Detection Method for Automating RF Device Authentication
Luke Puppo, Weng-Keen Wong, Bechir Hamdaoui +1
New capabilities in wireless network security have been enabled by deep learning, which leverages patterns in radio frequency (RF) data to identify and authenticate devices. Open-s…
cs.CR2022★ 1 cited
Tweak: Towards Portable Deep Learning Models for Domain-Agnostic LoRa Device Authentication
Jared Gaskin, Bechir Hamdaoui, Weng-Keen Wong
Deep learning based device fingerprinting has emerged as a key method of identifying and authenticating devices solely via their captured RF transmissions. Conventional approaches…