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 | |
| 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
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
}
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
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
ER -