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A method of cryptostability analysis of stochastic transformations, based on the Kohonen self-organizing maps

The article discusses problems of existing methods for quality estimation of pseudorandom number generators. A method for cryptostability analysis of stochastic transformations based on Kohonen self-organizing maps is proposed. A set of hypotheses is presented and results of their verification by the proposed method are presented. Potential ways of evolution of the proposed method are considered.