Development of the Keystroke Dynamics Recognition System

International Conference on Information Technologies in Business and Industry 2016

计算机科学;经济学;工业技术

Kochegurova, E.A.^1 ; Gorokhova, E.S.^1 ; Mozgaleva, A.I.^1

Tomsk Polytechnic University, 30, Lenina Ave., Tomsk

634050, Russia^1

关键词: Keystroke dynamics;    Neural network algorithm;    Recognition systems;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/803/1/012073/pdf
DOI  :  10.1088/1742-6596/803/1/012073

来源: IOP

【 摘 要 】

The paper is related to creating an algorithm for keystroke dynamics recognition and development of software, which is able to identify users according to their keystroke dynamics. Different characteristics of keystroke dynamics are considered. Probabilistic-statistical methods are compared with neural network algorithms for recognition. The algorithm for recognition was created and implemented. The software was tested with the help of some users. Their keystroke dynamics was analyzed in order to determine an efficiency of the created algorithm.