{"title":"基于强密码算法的伪随机数生成器的效率比较","authors":"V. Grozov, M. Budko, A. Guirik, M. Budko","doi":"10.1109/ICUMT.2018.8631223","DOIUrl":null,"url":null,"abstract":"In this paper, we study the statistical properties of pseudorandom number sequence (PRS) generators (PRNGs) based on strong cryptographic algorithms. We propose a method for assessing the quality of PRS generators and a criterion based on the quality/speed ratio to compare output of PRNGs. It uses the results of statistical testing of generated PRSs and allows to evaluate similarity degree of sequences produced by PRNGs to true random sequences. We apply the method to study statistical properties of pseudorandom sequences produced by several generators based on popular cryptographic algorithms.","PeriodicalId":211042,"journal":{"name":"2018 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Efficiency Comparison of Pseudorandom Number Generators Based on Strong Cryptographic Algorithms\",\"authors\":\"V. Grozov, M. Budko, A. Guirik, M. Budko\",\"doi\":\"10.1109/ICUMT.2018.8631223\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we study the statistical properties of pseudorandom number sequence (PRS) generators (PRNGs) based on strong cryptographic algorithms. We propose a method for assessing the quality of PRS generators and a criterion based on the quality/speed ratio to compare output of PRNGs. It uses the results of statistical testing of generated PRSs and allows to evaluate similarity degree of sequences produced by PRNGs to true random sequences. We apply the method to study statistical properties of pseudorandom sequences produced by several generators based on popular cryptographic algorithms.\",\"PeriodicalId\":211042,\"journal\":{\"name\":\"2018 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICUMT.2018.8631223\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICUMT.2018.8631223","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Efficiency Comparison of Pseudorandom Number Generators Based on Strong Cryptographic Algorithms
In this paper, we study the statistical properties of pseudorandom number sequence (PRS) generators (PRNGs) based on strong cryptographic algorithms. We propose a method for assessing the quality of PRS generators and a criterion based on the quality/speed ratio to compare output of PRNGs. It uses the results of statistical testing of generated PRSs and allows to evaluate similarity degree of sequences produced by PRNGs to true random sequences. We apply the method to study statistical properties of pseudorandom sequences produced by several generators based on popular cryptographic algorithms.
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