Publication: Critical view at quality evaluation systems of stochastic algorithms for information security
Дата
2019
Авторы
Chugunkov, V. I.
Chuzunkov, I. V.
Dyumin, A. A.
Maksutov, A. A.
Liman, D. A.
Journal Title
Journal ISSN
Volume Title
Издатель
Аннотация
© 2017 IEEE. This paper is devoted to pseudo-random number (PRN) generator testing. The main evaluation systems of statistical properties of pseudo-random sequences formed by PRN generator are considered in the scope of this work. Weaknesses of such systems and ways of tests bypassing were revealed. The example of improving statistical properties of generator through adding statistical randomizer is given. We also propose approach to increasing efficiency of evaluation systems of statistical security of stochastic algorithms based on the usage of artificial neural networks.
Описание
Ключевые слова
Цитирование
Critical view at quality evaluation systems of stochastic algorithms for information security / Chugunkov, V.I. [et al.] // 11th IEEE International Conference on Application of Information and Communication Technologies, AICT 2017 - Proceedings. - 2019. - 10.1109/ICAICT.2017.8687077