Complex biometric authentication of information system users using neural networks

Abstract

Complex biometric authentication of information system users using neural networks

Ismagilova A.S., Lushnikov N.D.

Incoming article date: 07.12.2023

The result of the research is a method of complex biometric authentication. The method is implemented in the form of a software complex consisting of a subsystem biometric authentication by face image and a subsystem biometric authentication by voice. The training sample consisting of stored files biometric images (facial images and audio recordings) allows to reduce the error rates of the first and second kind in user recognition. The proposed method of biometric authentication is designed to improve the efficiency user recognition processes.

Keywords: authentication, biometrics, neural network architecture, training sampling