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Filters: Author is Nikolskaya, K. Y.  [Clear All Filters]
2018-01-16
Nikolskaya, K. Y., Ivanov, S. A., Golodov, V. A., Sinkov, A. S..  2017.  Development of a mathematical model of the control beginning of DDoS-attacks and malicious traffic. 2017 International Conference "Quality Management,Transport and Information Security, Information Technologies" (IT QM IS). :84–86.

A technique and algorithms for early detection of the started attack and subsequent blocking of malicious traffic are proposed. The primary separation of mixed traffic into trustworthy and malicious traffic was carried out using cluster analysis. Classification of newly arrived requests was done using different classifiers with the help of received training samples and developed success criteria.