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2020-05-08
Katasev, Alexey S., Emaletdinova, Lilia Yu., Kataseva, Dina V..  2018.  Neural Network Model for Information Security Incident Forecasting. 2018 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM). :1—5.

This paper describes the technology of neural network application to solve the problem of information security incidents forecasting. We describe the general problem of analyzing and predicting time series in a graphical and mathematical setting. To solve this problem, it is proposed to use a neural network model. To solve the task of forecasting a time series of information security incidents, data are generated and described on the basis of which the neural network is trained. We offer a neural network structure, train the neural network, estimate it's adequacy and forecasting ability. We show the possibility of effective use of a neural network model as a part of an intelligent forecasting system.