Open AccessUsing a Markov cyberattack model for evaluation of security metrics
Author(s) -
A. A. Kassenov,
А. А. Магазев,
E. V. Trapeznikov
Publication year - 2020
Publication title -
matematičeskie struktury i modelirovanie
Language(s) - English
Resource type - Journals
eISSN - 2222-8799
pISSN - 2222-8772
DOI - 10.24147/2222-8772.2020.2.129-144
Subject(s) - computer science , markov model , markov chain , markov process , computer security model , data mining , computer security , mathematics , machine learning , statistics
This paper presents a description of a Markov model of cyberattacks by which two security metrics are constructed. An algorithm is given for estimating the input parameters of the model based on a limited number of empirical data. An example that illustrates the use of the proposed security metrics is considered.