On Continuous User Authentication via Hidden Free-Text Based Monitoring
| Parent link: | Advances in Intelligent Systems and Computing Vol. 875 : Intelligent Information Technologies for Industry (IITI’18).— 2018.— [P. 66-75] |
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| Další autoři: | , |
| Shrnutí: | Title screen 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. Режим доступа: по договору с организацией-держателем ресурса |
| Jazyk: | angličtina |
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2018
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| Edice: | Advances in Intelligent Systems and Computing book series |
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| On-line přístup: | https://doi.org/10.1007/978-3-030-01821-4_8 |
| Médium: | Elektronický zdroj Kapitola |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=659708 |
| Shrnutí: | Title screen 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. Режим доступа: по договору с организацией-держателем ресурса |
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| DOI: | 10.1007/978-3-030-01821-4_8 |