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基于排列的伪随机生成器通用模型,适用于计算受限环境中的安全解决方案。

A Generic Model of the Pseudo-Random Generator Based on Permutations Suitable for Security Solutions in Computationally-Constrained Environments.

机构信息

VLATACOM Institute, 11070 Belgrade, Serbia.

Singidunum University, 11000 Belgrade, Serbia.

出版信息

Sensors (Basel). 2019 Dec 3;19(23):5322. doi: 10.3390/s19235322.

Abstract

Symmetric cryptography methods have an important role in security solutions design in data protection. In that context, symmetric cryptography algorithms and pseudo-random generators connected with them have strong influence on designed security solutions. In the computationally constrained environment, security efficiency is also important. In this paper we proposed the design of a new efficient pseudo-random generator parameterized by two pseudo-random sequences. By the probabilistic, information-theoretic and number theory methods we analyze characteristics of the generator. Analysis produced several results. We derived sufficient conditions, regarding parameterizing sequences, so that the output sequence has uniform distribution. Sufficient conditions under which there is no correlation between parameterizing sequences and output sequence are also derived. Moreover, it is shown that mutual information between the output sequence and parameterizing sequences tends to zero when the generated output sequence length tends to infinity. Regarding periodicity, it is shown that, with appropriately selected parameterizing sequences, the period of the generated sequence is significantly longer than the periods of the parameterizing sequences. All this characteristics are desirable regarding security applications. The efficiency of the proposed construction can be achieved by selection parameterizing sequences from the set of efficient pseudo-random number generators, for example, multiple linear feedback shift registers.

摘要

对称密码学方法在数据保护的安全解决方案设计中具有重要作用。在这种情况下,与它们相关联的对称密码算法和伪随机生成器对设计的安全解决方案有很强的影响。在计算受限的环境中,安全性效率也很重要。在本文中,我们提出了一种新的高效伪随机生成器的设计,该生成器由两个伪随机序列参数化。通过概率、信息论和数论方法,我们分析了该生成器的特性。分析产生了几个结果。我们推导出了关于参数化序列的充分条件,以使输出序列具有均匀分布。还推导出了参数化序列和输出序列之间没有相关性的充分条件。此外,还表明当生成的输出序列长度趋于无穷大时,输出序列和参数化序列之间的互信息趋于零。关于周期性,表明通过适当选择参数化序列,生成序列的周期比参数化序列的周期长得多。所有这些特性在安全应用中都是理想的。通过从高效伪随机数生成器(例如,多重线性反馈移位寄存器)的集合中选择参数化序列,可以实现所提出构造的效率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/314e/6929088/5586a9036293/sensors-19-05322-g001.jpg

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