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Critical view at quality evaluation systems of stochastic algorithms for information security

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dc.contributor.authorChugunkov, V. I.
dc.contributor.authorChuzunkov, I. V.
dc.contributor.authorDyumin, A. A.
dc.contributor.authorMaksutov, A. A.
dc.contributor.authorLiman, D. A.
dc.contributor.authorЧугунков, Илья Владимирович
dc.contributor.authorДюмин, Александр Александрович
dc.contributor.authorМаксутов, Артем Артурович
dc.date.accessioned2024-11-21T08:07:50Z
dc.date.available2024-11-21T08:07:50Z
dc.date.issued2019
dc.description.abstract© 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.
dc.identifier.citationCritical 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
dc.identifier.doi10.1109/ICAICT.2017.8687077
dc.identifier.urihttps://www.doi.org/10.1109/ICAICT.2017.8687077
dc.identifier.urihttps://www.scopus.com/record/display.uri?eid=2-s2.0-85064981683&origin=resultslist
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/17861
dc.relation.ispartof11th IEEE International Conference on Application of Information and Communication Technologies, AICT 2017 - Proceedings
dc.titleCritical view at quality evaluation systems of stochastic algorithms for information security
dc.typeConference Paper
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