On continuous user authentication via hidden free-text based monitoring

Elena Kochegurova, Elena Luneva, Ekaterina Gorokhova

Результат исследований: Материалы для книги/типы отчетовМатериалы для конференции

2 Цитирования (Scopus)

Аннотация

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.

Язык оригиналаАнглийский
Название основной публикацииProceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2
РедакторыValery Tarassov, Sergey Kovalev, Andrey Sukhanov, Ajith Abraham, Vaclav Snasel
ИздательSpringer Verlag
Страницы66-75
Число страниц10
ISBN (печатное издание)9783030018207
DOI
СостояниеОпубликовано - 1 янв 2019
Событие3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018 - Sochi, Российская Федерация
Продолжительность: 17 сен 201821 сен 2018

Серия публикаций

НазваниеAdvances in Intelligent Systems and Computing
Том875
ISSN (печатное издание)2194-5357

Конференция

Конференция3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018
СтранаРоссийская Федерация
ГородSochi
Период17.9.1821.9.18

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

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  • Цитировать

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