Earables (ear wearables) is rapidly emerging as a new platform encompassing a diverse range of personal applications. The traditional authentication methods hence become less applicable and inconvenient for earables due to their limited input interface. Nevertheless, earables often feature rich around-the-head sensing capability that can be leveraged to capture new types of biometrics. In this work, we proposeToothSonic which leverages the toothprint-induced sonic effect produced by users performing teeth gestures for earable authentication. In particular, we design representative teeth gestures that can produce effective sonic waves carrying the information of the toothprint. To reliably capture the acoustic toothprint, it leverages the occlusion effect of the ear canal and the inward-facing microphone of the earables. It then extracts multi-level acoustic features to reflect the intrinsic toothprint information for authentication. The key advantages of ToothSonic are that it is suitable for earables and is resistant to various spoofing attacks as the acoustic toothprint is captured via the user's private teeth-ear channel that modulates and encrypts the sonic waves. Our experiment studies with 25 participants show that ToothSonic achieves up to 95% accuracy with only one of the users' tooth gestures.
翻译:在这项工作中,我们提议ToothSonic用牙印来利用牙齿手势产生的声波效应进行可听的认证。特别是,我们设计有代表性的牙齿手势,可以产生有效的声波,携带牙印的信息。为了可靠地捕捉声牙印,它利用耳罐和耳卡内侧麦克风的隔热效应。然后,它提取多层次的声学特征,以反映内在的牙印信息,供认证使用。ToothSonic用的关键优点是,它适合可听听听器,并且可以抵抗各种可听攻击。当声牙印通过用户的私人牙尖道采集时,可以调制和加密牙印信息。为了可靠地捕取声牙印,它会利用听器和耳筒内侧麦克风的隔热效果。然后,它会提取多层次的声学特征,以反映内在的牙印信息。ToothSonict的优点是,它适合听听器,并且可以抵抗各种可听的攻击,因为声牙印通过用户的私人牙印频道,可以调节和加密的牙印,只有95个牙印的用户才能用。我们实验的用户的精确度,只有25个用户才能显示。