Performance Characterization of Deep Learning Models for Breathing-based Authentication on Resource-Constrained Devices

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, pp. 1-24, 2018.

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Keywords:
AuthenticationBreathing GesturesGMMIoTLSTMMore(4+)

Abstract:

Providing secure access to smart devices such as smartphones, wearables and various other IoT devices is becoming increasingly important, especially as these devices store a range of sensitive personal information. Breathing acoustics-based authentication offers a highly usable and possibly a secondary authentication mechanism for secure ...More

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