带附加相位检测器的环形振荡器作为随机数发生器中的随机源。

IF 2 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Entropy Pub Date : 2024-12-28 DOI:10.3390/e27010015
Łukasz Matuszewski, Mieczysław Jessa, Jakub Nikonowicz
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引用次数: 0

摘要

在本文中,我们提出了一种利用环振子(ROs)来提高随机数生成器(RNG)性能的方法。我们的方法使用额外的相位检测器来提取更多的熵;因此,RNG使用更少的资源来生成通过美国国家标准与技术研究所(NIST)提出的所有统计测试的位序列。按需生成指定数量的比特,从而消除了连续RNG操作的需要。这一特性提高了所产生序列的安全性,窃听者无法通过监控电力线等方式观察到连续的随机比特生成过程。此外,我们的研究表明,所提出的RNG的完美特性不受用于实现的现场可编程门阵列(fpga)制造商的影响。这种独立性确保了RNG在不同FPGA制造商之间的可靠性和一致性。此外,我们强调,NIST推荐的测试可能不足以评估基于ro的rng产生的输出比特流的随机性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Ring Oscillators with Additional Phase Detectors as a Random Source in a Random Number Generator.

In this paper, we propose a method to enhance the performance of a random number generator (RNG) that exploits ring oscillators (ROs). Our approach employs additional phase detectors to extract more entropy; thus, RNG uses fewer resources to produce bit sequences that pass all statistical tests proposed by National Institute of Standards and Technology (NIST). Generating a specified number of bits is on-demand, eliminating the need for continuous RNG operation. This feature enhances the security of the produced sequences, as eavesdroppers are unable to observe the continuous random bit generation process, such as through monitoring power lines. Furthermore, our research demonstrates that the proposed RNG's perfect properties remain unaffected by the manufacturer of the field-programmable gate arrays (FPGAs) used for implementation. This independence ensures the RNG's reliability and consistency across various FPGA manufacturers. Additionally, we highlight that the tests recommended by the NIST may prove insufficient in assessing the randomness of the output bit streams produced by RO-based RNGs.

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来源期刊
Entropy
Entropy PHYSICS, MULTIDISCIPLINARY-
CiteScore
4.90
自引率
11.10%
发文量
1580
审稿时长
21.05 days
期刊介绍: Entropy (ISSN 1099-4300), an international and interdisciplinary journal of entropy and information studies, publishes reviews, regular research papers and short notes. Our aim is to encourage scientists to publish as much as possible their theoretical and experimental details. There is no restriction on the length of the papers. If there are computation and the experiment, the details must be provided so that the results can be reproduced.
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