求解环- lwe的代数方面,包括在Blum-Kalai-Wasserman算法中基于环的改进

IF 1.6 2区 数学 Q2 MATHEMATICS, APPLIED
Katherine E. Stange
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引用次数: 10

摘要

我们将环- lwe问题简化为子带中的环- lwe问题,在存在一个限制形式的样本(即$(a,b)$使得$a$被限制为子带的一个乘集)的情况下。为了创建和利用这种受限样本,我们提出了ring - bkw,这是一种尊重环结构的Blum-Kalai-Wasserman算法。现成的BKW尺寸缩减(包括编码BKW和筛分)可用于缩减阶段。它的主要优点是不需要反向替换,并且求解/假设检验阶段可以并行化。我们还提出了一种利用对称性来减少表大小、所需样本和缩减阶段的运行时间的方法。结果适用于实际使用参数的双功率切眼环- lwe(包括所有分裂类型)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Algebraic aspects of solving Ring-LWE, including ring-based improvements in the Blum-Kalai-Wasserman algorithm
We provide a reduction of the Ring-LWE problem to Ring-LWE problems in subrings, in the presence of samples of a restricted form (i.e. $(a,b)$ such that $a$ is restricted to a multiplicative coset of the subring). To create and exploit such restricted samples, we propose Ring-BKW, a version of the Blum-Kalai-Wasserman algorithm which respects the ring structure. Off-the-shelf BKW dimension reduction (including coded-BKW and sieving) can be used for the reduction phase. Its primary advantage is that there is no need for back-substitution, and the solving/hypothesis-testing phase can be parallelized. We also present a method to exploit symmetry to reduce table sizes, samples needed, and runtime during the reduction phase. The results apply to two-power cyclotomic Ring-LWE with parameters proposed for practical use (including all splitting types).
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CiteScore
2.20
自引率
0.00%
发文量
19
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