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Improving the complexity of index calculus algorithms in elliptic curves over binary fields

机译:提高二进制域上椭圆曲线上的索引演算算法的复杂性

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摘要

The goal of this paper is to further study the index calculus method that was first introduced by Semaev for solving the ECDLP and later developed by Gaudry and Diem. In particular, we focus on the step which consists in decomposing points of the curve with respect to an appropriately chosen factor basis. This part can be nicely reformulated as a purely algebraic problem consisting in finding solutions to a multivariate polynomial f (x1, . . . , xm) = 0 such that x1, . . . , xm all belong to some vector subspace of F2n/F2. Our main contribution is the identification of particular structures inherent to such polynomial systems and a dedicated method for tackling this problem. We solve it by means of Gröbner basis techniques and analyze its complexity using the multi-homogeneous structure of the equations. A direct consequence of our results is an index calculus algorithm solving ECDLP over any binary field F2n in time O(2w t), with t ~ n/2 (provided that a certain heuristic assumption holds). This has to be compared with Diem’s [14] index calculus based approach for solving ECDLP over Fqn which has complexity expO(n log(n)1/2) for q = 2 and n a prime (but this holds without any heuristic assumption). We emphasize that the complexity obtained here is very conservative in comparison to experimental results. We hope the new ideas provided here may lead to efficient index calculus based methods for solving ECDLP in theory and practice.
机译:本文的目的是进一步研究Semaev最初提出的用于解决ECDLP的索引演算方法,然后由Gaudry和Diem对其进行开发。尤其是,我们专注于相对于适当选择的因子基础分解曲线的点的步骤。这部分可以很好地重新表述为一个纯代数问题,包括寻找多元多项式f(x1,...,xm)= 0的解,使得x1,... 。 。 ,xm都属于F2n / F2的某个向量子空间。我们的主要贡献是识别这种多项式系统固有的特定结构以及解决该问题的专用方法。我们通过Gröbner基础技术对其进行求解,并使用方程的多均质结构分析其复杂性。我们的结果的直接结果是一个索引演算算法,在时间O(2w t)内,在任何二进制字段F2n上,以t〜n / 2求解ECDLP(前提是一定的启发式假设成立)。这必须与Diem [14]基于指数演算的方法求解Fqn上的ECDLP进行比较,该方法对于q = 2和n为素数具有复杂度expO(n log(n)1/2)(但这在没有任何启发式假设的情况下适用)。我们强调,与实验结果相比,此处获得的复杂性非常保守。我们希望这里提供的新想法可能会导致基于有效的索引演算的方法在理论和实践上解决ECDLP。

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