Robust Device Authentication Using Non-Standard Classification Features
Supriya Yadav, Pooja R. Khanna, Gareth Howells · 2021
This paper investigates the use of novel hardware features derived from the physical and behavioral characteristics of electronic devices to identify such devices uniquely. Importantly, the features examined exhibit non-standard and multimodal distributions which present a significant challenge to model and characterize. Specifically, the potency of four data classification methods is compared whilst employing such […]