高效的PRNG设计和实现,用于各种高吞吐量加密和低功耗安全应用

Bikram Paul, G. Trivedi, Pidanič Jan, Z. Nemec
{"title":"高效的PRNG设计和实现,用于各种高吞吐量加密和低功耗安全应用","authors":"Bikram Paul, G. Trivedi, Pidanič Jan, Z. Nemec","doi":"10.1109/RADIOELEK.2019.8733468","DOIUrl":null,"url":null,"abstract":"Pseudo-Random Number Generators (PRNGs) are an integral part of cryptographic applications, such as key generations, digital signatures, Internet-of-Things (IoT) security, etc. These applications require low-power and high-throughput PRNGs along with statistically secure random numbers capability. In this paper, we propose two PRNGs by combining/modifying Blum-Blum-Shub (BBS), Xorshift and Permuted Congruential PRNGs. The first one is for general purpose applications and the second one is for low-power IoT applications. We implement the proposed PRNGs on FPGA ZedBoard Zynq™–7000. Our implementation results show that the proposed PRNGs generate 4.83 × 107 and 4.29 × 107 random numbers per-second, respectively. The total dynamic power consumption of the proposed PRNGs is 17mW at 48.31Mhz and 16mW at 42.90Mhz with a maximum throughput of 184.288MBps and 163.651MBps, respectively. We test the proposed PRNGs on Diehard battery suite and US National Institute of Standard and Technology (NIST) SP 800 − 22 suite for the analysis of randomness quality.","PeriodicalId":336454,"journal":{"name":"2019 29th International Conference Radioelektronika (RADIOELEKTRONIKA)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Efficient PRNG Design and Implementation for Various High Throughput Cryptographic and Low Power Security Applications\",\"authors\":\"Bikram Paul, G. Trivedi, Pidanič Jan, Z. Nemec\",\"doi\":\"10.1109/RADIOELEK.2019.8733468\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Pseudo-Random Number Generators (PRNGs) are an integral part of cryptographic applications, such as key generations, digital signatures, Internet-of-Things (IoT) security, etc. These applications require low-power and high-throughput PRNGs along with statistically secure random numbers capability. In this paper, we propose two PRNGs by combining/modifying Blum-Blum-Shub (BBS), Xorshift and Permuted Congruential PRNGs. The first one is for general purpose applications and the second one is for low-power IoT applications. We implement the proposed PRNGs on FPGA ZedBoard Zynq™–7000. Our implementation results show that the proposed PRNGs generate 4.83 × 107 and 4.29 × 107 random numbers per-second, respectively. The total dynamic power consumption of the proposed PRNGs is 17mW at 48.31Mhz and 16mW at 42.90Mhz with a maximum throughput of 184.288MBps and 163.651MBps, respectively. We test the proposed PRNGs on Diehard battery suite and US National Institute of Standard and Technology (NIST) SP 800 − 22 suite for the analysis of randomness quality.\",\"PeriodicalId\":336454,\"journal\":{\"name\":\"2019 29th International Conference Radioelektronika (RADIOELEKTRONIKA)\",\"volume\":\"17 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 29th International Conference Radioelektronika (RADIOELEKTRONIKA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/RADIOELEK.2019.8733468\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 29th International Conference Radioelektronika (RADIOELEKTRONIKA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RADIOELEK.2019.8733468","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

摘要

伪随机数生成器(prng)是密码学应用中不可或缺的一部分,如密钥生成、数字签名、物联网(IoT)安全等。这些应用需要低功耗和高吞吐量的prng以及统计安全的随机数功能。本文提出了两种组合/修正Blum-Blum-Shub (BBS) prng, Xorshift prng和置换同余prng。第一个用于通用应用,第二个用于低功耗物联网应用。我们在FPGA ZedBoard Zynq™-7000上实现了所提出的prng。我们的实现结果表明,所提出的prng每秒分别产生4.83 × 107和4.29 × 107个随机数。所提出的prng在48.31Mhz和42.90Mhz时的总动态功耗分别为17mW和16mW,最大吞吐量分别为184.288MBps和163.651MBps。我们在Diehard电池组和美国国家标准与技术研究院(NIST) SP 800−22电池组上测试了所提出的prng,以进行随机性质量分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient PRNG Design and Implementation for Various High Throughput Cryptographic and Low Power Security Applications
Pseudo-Random Number Generators (PRNGs) are an integral part of cryptographic applications, such as key generations, digital signatures, Internet-of-Things (IoT) security, etc. These applications require low-power and high-throughput PRNGs along with statistically secure random numbers capability. In this paper, we propose two PRNGs by combining/modifying Blum-Blum-Shub (BBS), Xorshift and Permuted Congruential PRNGs. The first one is for general purpose applications and the second one is for low-power IoT applications. We implement the proposed PRNGs on FPGA ZedBoard Zynq™–7000. Our implementation results show that the proposed PRNGs generate 4.83 × 107 and 4.29 × 107 random numbers per-second, respectively. The total dynamic power consumption of the proposed PRNGs is 17mW at 48.31Mhz and 16mW at 42.90Mhz with a maximum throughput of 184.288MBps and 163.651MBps, respectively. We test the proposed PRNGs on Diehard battery suite and US National Institute of Standard and Technology (NIST) SP 800 − 22 suite for the analysis of randomness quality.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信