EyeMove - Towards Mobile Authentication using EOG Glasses

Kirill Ragozin, Karola Marky, Jie Lu, Kai Kunze

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Existing approaches for mobile authentication are prone to shoulder-surfing and side-channel attacks. Using gazes for authentication has been demonstrated to be more resistant to these attacks. Yet, existing solutions rely on eye-tracking by the device's front camera that is not always reliable. In this paper, we present an approach for EOG-based authentication by determining the gaze-based on the electronic potential of the eyes. Our approach runs on commercially available smart glasses and there is no need for the user to look at the device. Through a user study with 15 participants, we demonstrate the feasibility of the approach, its usability, and its adoption by mobile device users. Even users without regular glasses would adopt EOG-based authentication.

Original languageEnglish
Title of host publicationProceedings of Augmented Humans Conference 2022, AHs 2022
PublisherAssociation for Computing Machinery
Pages10-14
Number of pages5
ISBN (Electronic)9781450396325
DOIs
Publication statusPublished - 2022 Mar 13
Event2022 Augmented Humans Conference, AHs 2022 - Virtual, Online, Germany
Duration: 2022 Mar 132022 Mar 15

Publication series

NameACM International Conference Proceeding Series

Conference

Conference2022 Augmented Humans Conference, AHs 2022
Country/TerritoryGermany
CityVirtual, Online
Period22/3/1322/3/15

Keywords

  • Gaze-Based Authentication
  • Mobile Authentication
  • Multimodal Authentication

ASJC Scopus subject areas

  • Human-Computer Interaction
  • Computer Networks and Communications
  • Computer Vision and Pattern Recognition
  • Software

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