论文标题
听觉刺激对基于脑电图的身份验证的影响
Effect of Auditory Stimuli on Electroencephalography-based Authentication
论文作者
论文摘要
与基于凭证的标准身份验证方法相反，基于生物识别的身份验证已成为可行的范式，用于获得用户快速且安全的身份验证。在众多类别的生物特征性状中，基于脑电图（EEG）的生物识别技术被认为是一种有前途的方法，这是由于其独特的特征。本文通过研究以下特征，对听觉刺激（AS）对基于EEG的生物识别技术的影响进行了实验评估：i）与非AS基于EEG的生物识别认证相比，基于AS-AID的基于EEG EEG的生物测定认证与基于AS和II的非AS基于EEG的生物识别验证相比，AS和II）AS AS的传导方法的影响。我们的结果表明，AS的存在可以提高身份验证性能9.27％。此外，用入耳式达到的性能要比使用骨传导AS获得的表现要好。最后，我们验证性能独立于AS的语言。这项工作的结果为设计强大的基于EEG的身份验证系统提供了迈出的一步。
Opposed to standard authentication methods based on credentials, biometric-based authentication has lately emerged as a viable paradigm for attaining rapid and secure authentication of users. Among the numerous categories of biometric traits, electroencephalogram (EEG)-based biometrics is recognized as a promising method owing to its unique characteristics. This paper provides an experimental evaluation of the effect of auditory stimuli (AS) on EEG-based biometrics by studying the following features: i) general change in AS-aided EEG-based biometric authentication in comparison with non-AS-aided EEG-based biometric authentication, ii) role of the language of the AS and ii) influence of the conduction method of the AS. Our results show that the presence of an AS can improve authentication performance by 9.27%. Additionally, the performance achieved with an in-ear AS is better than that obtained using a bone-conducting AS. Finally, we verify that performance is independent of the language of the AS. The results of this work provide a step forward towards designing a robust EEG-based authentication system.
