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Industrial Automatic Control Systems and Controllers

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Features Information Security Risk Assessment Using Regression Analysis in the Information Security Management System
Los A.B. Kabanov A.S.

The article discusses the design of information security management system and methods of risk assessment of its violation. Discusses the features of the use of regression analysis in the information safety management system. The analysis of advantages and disadvantages of the methods of regression analysis applied to the procedure of assessment of the risk of a security breach. The provisions of the national standard GOST R ISO 10017-2005 regarding the use of regression analysis. Particular attention is given to use regression analysis to ensure the adequacy of the applied models in risk assessment information security breaches. The conditions for obtaining the necessary results when constructing the regression model. Considered are the peculiarities of forecasting States when using regression analysis. Briefly describes an algorithm for filling gaps regression model for more information. Contain recommendations on the use of the regression analysis for the estimation of the risk of a security breach.

Keywords: Information security risks; risk assessment methods; regression analysis; rank correlation, multicollinearity.

Contacts: Е-mail: kabanov_as@mail.ru

Pp. 58-66.

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