Evaluation of Hand Micromovement Features for Continuous Authentication of Smartphone Users During Typing – Bc. Zdeňka Sitová
Bc. Zdeňka Sitová
Master's thesis
Evaluation of Hand Micromovement Features for Continuous Authentication of Smartphone Users During Typing
Evaluation of Hand Micromovement Features for Continuous Authentication of Smartphone Users During Typing
Abstract:
Biometrická autentizace je způsob ověření identity, který spoléhá na fyziologické nebo behaviorální charakteristiky uživatele. V této práci se zabýváme vyhodnocením Hand Movement, Orientation and Grasp (HMOG), nové behaviorální biometriky pro průběžnou autentizaci uživatelů píšících na chytrých telefonech. HMOG nevtíravě zachytává malé otřesy a změny orientace, které vznikají tím, jak uživatel drží …moreAbstract:
Biometric authentication is a form of identity verification, which relies on user's distinctive physiological or behavioral characteristics. This thesis presents an evaluation of Hand Movement, Orientation and Grasp (HMOG), a new behavioral biometric for continuous authentication of smartphone users during typing. HMOG unobtrusively captures subtle micromovement and orientation dynamics resulting from …more
Language used: English
Date on which the thesis was submitted / produced: 8. 1. 2015
Identifier:
https://is.muni.cz/th/g2ipe/
Thesis defence
- Date of defence: 10. 2. 2015
- Supervisor: prof. RNDr. Václav Matyáš, M.Sc.
- Reader: Ing. Mgr. et Mgr. Zdeněk Říha, Ph.D.
Citation record
ISO 690-compliant citation record:
SITOVÁ, Zdeňka. \textit{Evaluation of Hand Micromovement Features for Continuous Authentication of Smartphone Users During Typing}. Online. Master's thesis. Brno: Masaryk University, Faculty of Informatics. 2015. Available from: https://theses.cz/id/up2oco/.
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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsMaster programme / field:
Informatics / Artificial Intelligence and Natural Language Processing
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