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Secure voice based authentication for mobile devices: Vaulted Voice Verification

机译:针对移动设备的基于语音的安全认证:拱形语音   验证

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摘要

As the use of biometrics becomes more wide-spread, the privacy concerns thatstem from the use of biometrics are becoming more apparent. As the usage ofmobile devices grows, so does the desire to implement biometric identificationinto such devices. A large majority of mobile devices being used are mobilephones. While work is being done to implement different types of biometricsinto mobile phones, such as photo based biometrics, voice is a more naturalchoice. The idea of voice as a biometric identifier has been around a longtime. One of the major concerns with using voice as an identifier is theinstability of voice. We have developed a protocol that addresses thoseinstabilities and preserves privacy. This paper describes a novel protocol thatallows a user to authenticate using voice on a mobile/remote device withoutcompromising their privacy. We first discuss the \vv protocol, which hasrecently been introduced in research literature, and then describe itslimitations. We then introduce a novel adaptation and extension of the vaultedverification protocol to voice, dubbed $V^3$. Following that we show aperformance evaluation and then conclude with a discussion of security andfuture work.
机译:随着生物识别技术的使用变得越来越广泛,关于使用生物识别技术的词干的隐私问题越来越明显。随着移动设备的使用的增长,对在此类设备中实现生物识别的需求也在增加。使用的大多数移动设备是手机。尽管正在努力将不同类型的生物识别技术实现到手机中,例如基于照片的生物识别技术,但语音是一种更自然的选择。语音作为生物识别符的想法已经存在了很长时间。使用语音作为标识符的主要问题之一是语音的不稳定性。我们已经开发出解决这些不稳定性并保留隐私的协议。本文介绍了一种新颖的协议,该协议允许用户在移动/远程设备上使用语音进行身份验证而不会损害其隐私。我们首先讨论\ vv协议,该协议最近已在研究文献中介绍,然后描述其局限性。然后,我们介绍了vaultedverification协议对语音的新颖适应和扩展,称为$ V ^ 3 $。接下来,我们将进行性能评估,然后对安全性和未来工作进行讨论。

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