Approaches to building adaptive protection system based on correlation analysis of statistical characteristics of information security incidents
The article presents the main approaches to the construction of an adaptive security system based on the correlation analysis of statistical characteristics of information security incidents. The main aspects related to with the concept of “correlation analysis”. The processes of calculating coefficients and constructing correlation matrices are studied in detail. A correlation analysis of the full range of current vulnerabilities was carried out, the interrelationships of the results obtained were revealed. The conclusions are formulated and recommendations on the use of the research results in the construction of modern adaptive information security systems are proposed. The practical significance of the results of the study consists in reducing the risk of error due to the influence of the human factor, simplifying and structuring work with data through the introduction of mathematical apparatus.