Cited By
View all- Peng RGao YJin Z(2024)Gazenum: unlock your phone with gaze tracking viewing numbers for authenticationCCF Transactions on Pervasive Computing and Interaction10.1007/s42486-024-00165-wOnline publication date: 30-Aug-2024
VibPath: Two-Factor Authentication with Your Hand's Vibration Response to Unlock Your Phone
Authors: 
Seokmin Choi, Junghwan Yim, Se Jun Kim, Yincheng Jin, Di Wu, Zhanpeng JinAuthors Info & Claims
Seokmin Choi, Junghwan Yim, Se Jun Kim, Yincheng Jin, Di Wu, Zhanpeng JinAuthors Info & ClaimsArticle No.: 91, Pages 1 - 26
Abstract
Technical advances in the smart device market have fixated smartphones at the heart of our lives, warranting an ever more secure means of authentication. Although most smartphones have adopted biometrics-based authentication, after a couple of failed attempts, most users are given the option to quickly bypass the system with passcodes. To add a layer of security, two-factor authentication (2FA) has been implemented but has proven to be vulnerable to various attacks. In this paper, we introduce VibPath, a simultaneous 2FA scheme that can understand the user's hand neuromuscular system through touch behavior. VibPath captures the individual's vibration path responses between the hand and the wrist with the attention-based encoder-decoder network, authenticating the genuine users from the imposters unobtrusively. In a user study with 30 participants, VibPath achieved an average performance of 0.98 accuracy, 0.99 precision, 0.98 recall, 0.98 f1-score for user verification, and 94.3% accuracy for user identification across five passcodes. Furthermore, we also conducted several extensive studies, including in-the-wile, permanence, vulnerability, usability, and system overhead studies, to assess the practicability and viability of the VibPath from multiple aspects.
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Index Terms
- VibPath: Two-Factor Authentication with Your Hand's Vibration Response to Unlock Your Phone
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Published: 27 September 2023
Published in IMWUT Volume 7, Issue 3
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View all- Peng RGao YJin Z(2024)Gazenum: unlock your phone with gaze tracking viewing numbers for authenticationCCF Transactions on Pervasive Computing and Interaction10.1007/s42486-024-00165-wOnline publication date: 30-Aug-2024
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