The analysis of the effectiveness of user authentication models based on keyboard handwriting
Igor Yu. Grishin, Рена Ринатовна Тимиргалеева, Maksim Mironov · Bulletin of the National Technical University KhPI A series of Information and Modeling · 2017
The tasks of the experimental study were to test the working capacity of the software prototype of the model, as well as to study its functional capabilities. The evaluation of the correctness of the software prototype of the model at each stage was carried out: registration of a new user in the system, generation of a user's reference profile based on statistical data, conducting user identification and authentication procedures taking into account the filters set by the administrator, and viewing the user's authorization result. For carrying out studies, a software package has been developed that makes it possible to carry out the necessary list of experiments, as well as to perform statistical processing of results, to estimate the values of errors of the first and second kind for authentication. Figs.: 5. Refs.: 13 titles. Keywords: user authentication model; keyboard handwriting; biometric authentication methods; errors of the first and second kind.