Low Cost and Precise Jitter Measurement Method for TRNG Entropy Assessment

F. Bernard, A. Garay, Patrick Haddad, Nathalie Bochard, Viktor Fischer
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Abstract

Random number generators and specifically true random number generators (TRNGs) are essential in cryptography. TRNGs implemented in logic devices usually exploit the time instability of clock signals generated in freely running oscillators as source of randomness. To assess the performance and quality of oscillator-based TRNGs, accurate measurement of clock jitter originating from thermal noise is of paramount importance. We propose a novel jitter measurement method, in which the required jitter accumulation time can be reduced to around 100 reference clock periods. Reduction of the jitter accumulation time reduces the impact of the flicker noise on the measured jitter and increases the precision of the estimated contribution of thermal noise. In addition, the method can be easily embedded in logic devices. The fact that the jitter measurement can be placed in the same device as the TRNG is important since it can be used as a basis for efficient embedded statistical tests. In contrast to other methods, we propose a thorough theoretical analysis of the measurement error. This makes it possible to tune the parameters of the method to guarantee a relative error smaller than 12% even in the worst cases.
用于 TRNG Entropy 评估的低成本精确抖动测量方法
随机数生成器,特别是真随机数生成器(trng)是密码学中必不可少的。在逻辑器件中实现的trng通常利用自由运行振荡器中产生的时钟信号的时间不稳定性作为随机性的来源。为了评估基于振荡器的trng的性能和质量,精确测量由热噪声引起的时钟抖动至关重要。我们提出了一种新的抖动测量方法,该方法可以将抖动累积时间减少到100个参考时钟周期左右。减少抖动积累时间可以减少闪烁噪声对测量抖动的影响,提高热噪声贡献估计的精度。此外,该方法可以很容易地嵌入到逻辑器件中。抖动测量可以放置在与TRNG相同的设备中,这一事实很重要,因为它可以用作有效嵌入式统计测试的基础。与其他方法相比,我们对测量误差进行了全面的理论分析。这使得即使在最坏的情况下也可以调整方法的参数以保证相对误差小于12%。
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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