A. Permana, Aprilia Kusuma Dewi, Magfirawaty Magfirawaty
{"title":"基于唤醒环振荡器的真随机数发生器,利用后处理优化生成随机比特序列","authors":"A. Permana, Aprilia Kusuma Dewi, Magfirawaty Magfirawaty","doi":"10.1109/ICIEE49813.2020.9277075","DOIUrl":null,"url":null,"abstract":"Generating a series of secure and random keys for encryption and decryption process is a challenge in cryptography applications. The True Random Number Generator (TRNG) is one of the methods for producing a random key sequence. Its randomness depends on the entropy source, harvester method, and post-processing. In this research, we propose a TRNG design that utilizes a wake-up ring oscillator as an entropy source and the von Neumann corrector as post-processing. The wake-up ring oscillator is a modification of the conventional ring oscillator, while Von Neumann functions to prevent bias in the resulting number sequence. This design is implemented on the Zedboard Zynq-7000. The output randomness test of the proposed design shows that a number sequence passes all tests of the Five Basic Test with an alpha of 0.05. Furthermore, using the NIST 800-22 test indicates the resulting bits sequence has a P-value>0.01 with a proportion value more significant than the minimum pass rate for all tests. The implementation of the TRNG proposed scheme on the ZedBoard Zynq-7000 presents the percentage of resource utilization is 0.06% register, 0.14% LUT slice, and DSP = 1.5%.","PeriodicalId":127106,"journal":{"name":"2020 2nd International Conference on Industrial Electrical and Electronics (ICIEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"True Random Number Generator Based on Wake-Up Ring Oscillator Utilizing Post-Processing Optimization to Generate Random Bit Sequence\",\"authors\":\"A. Permana, Aprilia Kusuma Dewi, Magfirawaty Magfirawaty\",\"doi\":\"10.1109/ICIEE49813.2020.9277075\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Generating a series of secure and random keys for encryption and decryption process is a challenge in cryptography applications. The True Random Number Generator (TRNG) is one of the methods for producing a random key sequence. Its randomness depends on the entropy source, harvester method, and post-processing. In this research, we propose a TRNG design that utilizes a wake-up ring oscillator as an entropy source and the von Neumann corrector as post-processing. The wake-up ring oscillator is a modification of the conventional ring oscillator, while Von Neumann functions to prevent bias in the resulting number sequence. This design is implemented on the Zedboard Zynq-7000. The output randomness test of the proposed design shows that a number sequence passes all tests of the Five Basic Test with an alpha of 0.05. Furthermore, using the NIST 800-22 test indicates the resulting bits sequence has a P-value>0.01 with a proportion value more significant than the minimum pass rate for all tests. The implementation of the TRNG proposed scheme on the ZedBoard Zynq-7000 presents the percentage of resource utilization is 0.06% register, 0.14% LUT slice, and DSP = 1.5%.\",\"PeriodicalId\":127106,\"journal\":{\"name\":\"2020 2nd International Conference on Industrial Electrical and Electronics (ICIEE)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 2nd International Conference on Industrial Electrical and Electronics (ICIEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIEE49813.2020.9277075\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 2nd International Conference on Industrial Electrical and Electronics (ICIEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIEE49813.2020.9277075","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
True Random Number Generator Based on Wake-Up Ring Oscillator Utilizing Post-Processing Optimization to Generate Random Bit Sequence
Generating a series of secure and random keys for encryption and decryption process is a challenge in cryptography applications. The True Random Number Generator (TRNG) is one of the methods for producing a random key sequence. Its randomness depends on the entropy source, harvester method, and post-processing. In this research, we propose a TRNG design that utilizes a wake-up ring oscillator as an entropy source and the von Neumann corrector as post-processing. The wake-up ring oscillator is a modification of the conventional ring oscillator, while Von Neumann functions to prevent bias in the resulting number sequence. This design is implemented on the Zedboard Zynq-7000. The output randomness test of the proposed design shows that a number sequence passes all tests of the Five Basic Test with an alpha of 0.05. Furthermore, using the NIST 800-22 test indicates the resulting bits sequence has a P-value>0.01 with a proportion value more significant than the minimum pass rate for all tests. The implementation of the TRNG proposed scheme on the ZedBoard Zynq-7000 presents the percentage of resource utilization is 0.06% register, 0.14% LUT slice, and DSP = 1.5%.