The impact of database quality on keystroke dynamics authentication

Piotr Panasiuk; Mariusz Rybnik; Khalid Saeed; Marcin Rogowski

doi:10.1063/1.4951967

The impact of database quality on keystroke dynamics authentication

Piotr Panasiuk, Mariusz Rybnik, Khalid Saeed, Marcin Rogowski

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This paper concerns keystroke dynamics, also partially in the context of touchscreen devices. The authors concentrate on the impact of database quality and propose their algorithm to test database quality issues. The algorithm is used on their own as well as the well-known . Following specific problems were researched: classification accuracy, development of user typing proficiency, time precision during sample acquisition, representativeness of training set, sample length.

Original language	English (US)
Title of host publication	International Conference of Numerical Analysis and Applied Mathematics 2015, ICNAAM 2015
Publisher	AIP Publishing
ISBN (Print)	9780735413924
DOIs	https://doi.org/10.1063/1.4951967
State	Published - Jun 11 2016

Bibliographical note

KAUST Repository Item: Exported on 2020-10-01
Acknowledgements: This work is supported by the Rector of Bialystok University of Technology (grant no. S/WI/1/2013) and partially by the Rector of Warsaw University of Technology.

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10.1063/1.4951967

https://repository.kaust.edu.sa/bitstream/10754/621177/1/10.1063-1.4951967.pdf

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@inproceedings{3501b78e9c2f4df79033fe7f9531326b,

title = "The impact of database quality on keystroke dynamics authentication",

abstract = "This paper concerns keystroke dynamics, also partially in the context of touchscreen devices. The authors concentrate on the impact of database quality and propose their algorithm to test database quality issues. The algorithm is used on their own as well as the well-known . Following specific problems were researched: classification accuracy, development of user typing proficiency, time precision during sample acquisition, representativeness of training set, sample length.",

author = "Piotr Panasiuk and Mariusz Rybnik and Khalid Saeed and Marcin Rogowski",

note = "KAUST Repository Item: Exported on 2020-10-01 Acknowledgements: This work is supported by the Rector of Bialystok University of Technology (grant no. S/WI/1/2013) and partially by the Rector of Warsaw University of Technology.",

year = "2016",

month = jun,

day = "11",

doi = "10.1063/1.4951967",

language = "English (US)",

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booktitle = "International Conference of Numerical Analysis and Applied Mathematics 2015, ICNAAM 2015",

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T1 - The impact of database quality on keystroke dynamics authentication

AU - Panasiuk, Piotr

AU - Rybnik, Mariusz

AU - Saeed, Khalid

AU - Rogowski, Marcin

N1 - KAUST Repository Item: Exported on 2020-10-01 Acknowledgements: This work is supported by the Rector of Bialystok University of Technology (grant no. S/WI/1/2013) and partially by the Rector of Warsaw University of Technology.

PY - 2016/6/11

Y1 - 2016/6/11

N2 - This paper concerns keystroke dynamics, also partially in the context of touchscreen devices. The authors concentrate on the impact of database quality and propose their algorithm to test database quality issues. The algorithm is used on their own as well as the well-known . Following specific problems were researched: classification accuracy, development of user typing proficiency, time precision during sample acquisition, representativeness of training set, sample length.

AB - This paper concerns keystroke dynamics, also partially in the context of touchscreen devices. The authors concentrate on the impact of database quality and propose their algorithm to test database quality issues. The algorithm is used on their own as well as the well-known . Following specific problems were researched: classification accuracy, development of user typing proficiency, time precision during sample acquisition, representativeness of training set, sample length.

UR - http://hdl.handle.net/10754/621177

UR - http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4951967

UR - http://www.scopus.com/inward/record.url?scp=84984533511&partnerID=8YFLogxK

U2 - 10.1063/1.4951967

DO - 10.1063/1.4951967

M3 - Conference contribution

SN - 9780735413924

BT - International Conference of Numerical Analysis and Applied Mathematics 2015, ICNAAM 2015

PB - AIP Publishing

ER -

The impact of database quality on keystroke dynamics authentication

Abstract

Bibliographical note

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