Secure voice based authentication for mobile devices: Vaulted Voice Verification

TL;DR

This paper introduces V^3, a novel privacy-preserving voice authentication protocol for mobile devices that addresses voice instability and enhances biometric security.

Contribution

It extends the vaulted verification protocol to voice biometrics, improving privacy and robustness for mobile voice authentication systems.

Findings

V^3 improves privacy preservation in voice authentication

The protocol addresses voice instability issues

Performance evaluation shows promising results

Abstract

As the use of biometrics becomes more wide-spread, the privacy concerns that stem from the use of biometrics are becoming more apparent. As the usage of mobile devices grows, so does the desire to implement biometric identification into such devices. A large majority of mobile devices being used are mobile phones. While work is being done to implement different types of biometrics into mobile phones, such as photo based biometrics, voice is a more natural choice. The idea of voice as a biometric identifier has been around a long time. One of the major concerns with using voice as an identifier is the instability of voice. We have developed a protocol that addresses those instabilities and preserves privacy. This paper describes a novel protocol that allows a user to authenticate using voice on a mobile/remote device without compromising their privacy. We first discuss the \vv protocol, which has recently been introduced in research literature, and then describe its limitations. We then introduce a novel adaptation and extension of the vaulted verification protocol to voice, dubbed $V^3$. Following that we show a performance evaluation and then conclude with a discussion of security and future work.