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Archive of Thesis/Dissertation Zdeňka Sitová FI N-IN UMI

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Masaryk University

Faculty of Informatics

Master's degree programme/field of study:
Informatics/Artificial Intelligence and Natural Language Processing

Bc. Zdeňka Sitová

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 …more

Abstract: 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

behavioral biometrics continuous authentication smartphone typing virtual keyboard micromovement

Description: Hand Movement, Orientation, and Grasp (H-MOG) are new features for continuous authentication of smartphone users. These features intend to capture small perturbations which happen when user touch the screen, using data from accelerometer, gyroscope and magnetometer.

The student will analyze the benefits of H-MOG features for continuous authentication.

Data analysis will be performed …more

Language used: English

  • Entered/Edited 10. 2. 2015 14:00, Helena Kryštofová
  • Record made 6. 10. 2014 09:07, Alena Dvořáková
  • Accessible from: 8. 1. 2015 11:38, Alena Dvořáková
  • Thesis/dissertation received 8. 1. 2015 11:38, Alena Dvořáková

Master's thesis defence

  • Took place 10. 2. 2015, the thesis was defended successfully.

Supervisor:

  • prof. RNDr. Václav Matyáš, M.Sc., Ph.D., KPSK FI MU, Department of Computer Systems and Communications - Faculty of Informatics

Reader:

  • Ing. Mgr. et Mgr. Zdeněk Říha, Ph.D., abs FI MU, PrF MU, ESF MU
Full text of thesis

Citation record

ISO 690-compliant citation record: LaTeX | HTML | text | BibTeX | Wikipedie

Thesis check

The thesis has been checked: 11. 1. 2015 20:46, prof. RNDr. Václav Matyáš, M.Sc., Ph.D.


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ToolsFile keywords.txt, 101 B, plain textKlíčová slova keywords.txtŠeděnka, Z. 8.  1. 2015
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ToolsFile diplomka_sitova_FINAL_2015_01_08_08am.pdf, 903,9 KB, PDF File diplomka_sitova_FINAL_2015_01_08_08am.txt, 63,6 KB, plain textPlný text práce diplomka_sitova_FINAL_2015_01_08_08am.pdfŠeděnka, Z. 8.  1. 2015
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ToolsFile Sitova.doc, 34 KB, Word File Sitova.txt, 1,4 KB, plain text File Sitova.pdf, 286,5 KB, PDFPosudek oponenta Sitova.docŘíha, Z.20.  1. 2015
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