Improving the Security of Smartwatch Payment with Deep Learning. (arXiv:2307.05437v1 [cs.CR])

Making contactless payments using a smartwatch is increasingly popular, but
this payment medium lacks traditional biometric security measures such as
facial or fingerprint recognition. In 2022, Sturgess et al. proposed WatchAuth,
a system for authenticating smartwatch payments using the physical gesture of
reaching towards a payment terminal. While effective, the system requires the
user to undergo a burdensome enrolment period to achieve acceptable error
levels. In this dissertation, we explore whether applications of deep learning
can reduce the number of …

biometric biometric security contactless deep learning facial fingerprint fingerprint recognition making medium payment payments physical popular recognition security smartwatch system terminal