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Author:

Xie, Yadong (Xie, Yadong.) | Li, Fan (Li, Fan.) | Wu, Yue (Wu, Yue.) | Chen, Huijie (Chen, Huijie.) | Zhao, Zhiyuan (Zhao, Zhiyuan.) | Wang, Yu (Wang, Yu.)

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CPCI-S EI Scopus

Abstract:

With the rapid development of mobile devices and the fast increase of sensitive data, secure and convenient mobile authentication technologies are desired. Except for traditional passwords, many mobile devices have biometric-based authentication methods (e.g., fingerprint, voiceprint, and face recognition), but they are vulnerable to spoofing attacks. To solve this problem, we study new biometric features which are based on the dental occlusion and find that the bone-conducted sound of dental occlusion collected in binaural canals contains unique features of individual bones and teeth. Motivated by this, we propose a novel authentication system, TeethPass, which uses earbuds to collect occlusal sounds in binaural canals to achieve authentication. We design an event detection method based on spectrum variance and double thresholds to detect bone-conducted sounds. Then, we analyze the time-frequency domain of the sounds to filter out motion noises and extract unique features of users from three aspects: bone structure, occlusal location, and occlusal sound. Finally, we design an incremental learning-based Siamese network to construct the classifier. Through extensive experiments including 22 participants, the performance of TeethPass in different environments is verified. TeethPass achieves an accuracy of 96.8% and resists nearly 99% of spoofing attacks.

Keyword:

Author Community:

  • [ 1 ] [Xie, Yadong]Beijing Inst Technol, Sch Comp Sci, Beijing, Peoples R China
  • [ 2 ] [Li, Fan]Beijing Inst Technol, Sch Comp Sci, Beijing, Peoples R China
  • [ 3 ] [Zhao, Zhiyuan]Beijing Inst Technol, Sch Comp Sci, Beijing, Peoples R China
  • [ 4 ] [Wu, Yue]Tsinghua Univ, Sch Software, Beijing, Peoples R China
  • [ 5 ] [Chen, Huijie]Beijing Univ Technol, Sch Comp, Beijing, Peoples R China
  • [ 6 ] [Wang, Yu]Temple Univ, Dept Comp & Informat Sci, Philadelphia, PA 19122 USA

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Source :

IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2022)

ISSN: 0743-166X

Year: 2022

Page: 1789-1798

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 38

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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