基于粒子群优化的s盒构造分组密码

Xiangyang Xu
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引用次数: 3

摘要

s -box分组密码是唯一的非线性组件,其密码强度决定了整个分组密码强度的安全性。用传统的数学方法构造性能良好的s盒是非常困难和复杂的。本文提出了一种基于粒子群优化(PSO)的s-box方法。该算法定义了两个粒子位置的“加法”算子,替换原有的速度方程以实现粒子间的信息交换,并加入一个突变算子以保持种群的多样性,防止过早收敛。实验结果表明,利用POS算法可以得到一组高非线性、差值均匀度低的s盒。这种结构可以有效地减少冗余计算,加快收敛速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The block cipher for construction of S-boxes based on particle swarm optimization
S-boxes block cipher is the only non-linear components, and its password strength decides the security of the entire block cipher strength. It is very difficult and complex to use the traditional methods of mathematical to construct the S-boxes with good performance. This thesis will put on a new construction of the s-boxes method based on the particle swarm optimization (PSO). This algorithm defines the location of the two particles “addition” operator, replacement of the original speed equation in order to achieve the exchange of information between particles, and the addition of a mutation operator to maintain the population diversity to prevent premature convergence. The experimental results show that it is plausible to use POS to get a group of S-boxes with high non-linearity and low evenness in difference. This structure can effectively reduce the redundant computation to accelerate the convergence speed.
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