On continuous user authentication via hidden free-text based monitoring

Elena Kochegurova, Elena Luneva, Ekaterina Gorokhova

Division for Information Technology

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

Abstract

This paper investigates the stages and specific features of continuous user authentication by hidden monitoring of keystroke dynamics when creating a free text. The stages include extraction of informative characteristics of keyboard rhythm, creation and update of user profiles and identification of efficiency criteria. A software application was developed for the project. The authors further analyzed existing algorithms for user identification based in metric distances. Previously proved features of keystroke dynamics were scaled with regard to frequency of use of Russian and English letters in free texts.

Original language	English
Title of host publication	Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2
Editors	Valery Tarassov, Sergey Kovalev, Andrey Sukhanov, Ajith Abraham, Vaclav Snasel
Publisher	Springer Verlag
Pages	66-75
Number of pages	10
ISBN (Print)	9783030018207
DOIs	https://doi.org/10.1007/978-3-030-01821-4_8
Publication status	Published - 1 Jan 2019
Event	3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018 - Sochi, Russian Federation Duration: 17 Sep 2018 → 21 Sep 2018

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	875
ISSN (Print)	2194-5357

Conference

Conference	3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018
Country	Russian Federation
City	Sochi
Period	17.9.18 → 21.9.18

Fingerprint

Keywords

Behavioral biometrics
Classification
Continuous authentication
Feature selection
Keystroke dynamics

ASJC Scopus subject areas

Control and Systems Engineering
Computer Science(all)

Cite this

Kochegurova, E., Luneva, E., & Gorokhova, E. (2019). On continuous user authentication via hidden free-text based monitoring. In V. Tarassov, S. Kovalev, A. Sukhanov, A. Abraham, & V. Snasel (Eds.), Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2 (pp. 66-75). (Advances in Intelligent Systems and Computing; Vol. 875). Springer Verlag. https://doi.org/10.1007/978-3-030-01821-4_8

On continuous user authentication via hidden free-text based monitoring. / Kochegurova, Elena ; Luneva, Elena; Gorokhova, Ekaterina.

Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2. ed. / Valery Tarassov; Sergey Kovalev; Andrey Sukhanov; Ajith Abraham; Vaclav Snasel. Springer Verlag, 2019. p. 66-75 (Advances in Intelligent Systems and Computing; Vol. 875).

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

Kochegurova, E , Luneva, E & Gorokhova, E 2019, On continuous user authentication via hidden free-text based monitoring. in V Tarassov, S Kovalev, A Sukhanov, A Abraham & V Snasel (eds), Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2. Advances in Intelligent Systems and Computing, vol. 875, Springer Verlag, pp. 66-75, 3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018, Sochi, Russian Federation, 17.9.18. https://doi.org/10.1007/978-3-030-01821-4_8

Kochegurova E , Luneva E, Gorokhova E. On continuous user authentication via hidden free-text based monitoring. In Tarassov V, Kovalev S, Sukhanov A, Abraham A, Snasel V, editors, Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2. Springer Verlag. 2019. p. 66-75. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-3-030-01821-4_8

Kochegurova, Elena ; Luneva, Elena ; Gorokhova, Ekaterina. / On continuous user authentication via hidden free-text based monitoring. Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2. editor / Valery Tarassov ; Sergey Kovalev ; Andrey Sukhanov ; Ajith Abraham ; Vaclav Snasel. Springer Verlag, 2019. pp. 66-75 (Advances in Intelligent Systems and Computing).

@inproceedings{a09266afaa794729b5f540efcadb2237,

title = "On continuous user authentication via hidden free-text based monitoring",

abstract = "This paper investigates the stages and specific features of continuous user authentication by hidden monitoring of keystroke dynamics when creating a free text. The stages include extraction of informative characteristics of keyboard rhythm, creation and update of user profiles and identification of efficiency criteria. A software application was developed for the project. The authors further analyzed existing algorithms for user identification based in metric distances. Previously proved features of keystroke dynamics were scaled with regard to frequency of use of Russian and English letters in free texts.",

keywords = "Behavioral biometrics, Classification, Continuous authentication, Feature selection, Keystroke dynamics",

author = "Elena Kochegurova and Elena Luneva and Ekaterina Gorokhova",

year = "2019",

month = jan

day = "1",

doi = "10.1007/978-3-030-01821-4_8",

language = "English",

isbn = "9783030018207",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

pages = "66--75",

editor = "Valery Tarassov and Sergey Kovalev and Andrey Sukhanov and Ajith Abraham and Vaclav Snasel",

booktitle = "Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI{\textquoteright}18) - Volume 2",

address = "Germany",

note = "3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018 ; Conference date: 17-09-2018 Through 21-09-2018",

}

TY - GEN

T1 - On continuous user authentication via hidden free-text based monitoring

AU - Kochegurova, Elena

AU - Luneva, Elena

AU - Gorokhova, Ekaterina

PY - 2019/1/1

Y1 - 2019/1/1

N2 - This paper investigates the stages and specific features of continuous user authentication by hidden monitoring of keystroke dynamics when creating a free text. The stages include extraction of informative characteristics of keyboard rhythm, creation and update of user profiles and identification of efficiency criteria. A software application was developed for the project. The authors further analyzed existing algorithms for user identification based in metric distances. Previously proved features of keystroke dynamics were scaled with regard to frequency of use of Russian and English letters in free texts.

AB - This paper investigates the stages and specific features of continuous user authentication by hidden monitoring of keystroke dynamics when creating a free text. The stages include extraction of informative characteristics of keyboard rhythm, creation and update of user profiles and identification of efficiency criteria. A software application was developed for the project. The authors further analyzed existing algorithms for user identification based in metric distances. Previously proved features of keystroke dynamics were scaled with regard to frequency of use of Russian and English letters in free texts.

KW - Behavioral biometrics

KW - Classification

KW - Continuous authentication

KW - Feature selection

KW - Keystroke dynamics

UR - http://www.scopus.com/inward/record.url?scp=85058553684&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85058553684&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-01821-4_8

DO - 10.1007/978-3-030-01821-4_8

M3 - Conference contribution

AN - SCOPUS:85058553684

SN - 9783030018207

T3 - Advances in Intelligent Systems and Computing

SP - 66

EP - 75

BT - Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2

A2 - Tarassov, Valery

A2 - Kovalev, Sergey

A2 - Sukhanov, Andrey

A2 - Abraham, Ajith

A2 - Snasel, Vaclav

PB - Springer Verlag

T2 - 3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018

Y2 - 17 September 2018 through 21 September 2018

ER -

Access to Document

10.1007/978-3-030-01821-4_8