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伽罗瓦环上的低秩奇偶校验码。

Low-rank parity-check codes over Galois rings.

作者信息

Renner Julian, Neri Alessandro, Puchinger Sven

机构信息

Institute for Communications Engineering, Technical University of Munich (TUM), Münich, Germany.

Department of Applied Mathematics and Computer Science, Technical University of Denmark (DTU), Lyngby, Denmark.

出版信息

Des Codes Cryptogr. 2021;89(2):351-386. doi: 10.1007/s10623-020-00825-9. Epub 2020 Dec 13.

Abstract

Low-rank parity-check (LRPC) codes are rank-metric codes over finite fields, which have been proposed by Gaborit et al. (Proceedings of the workshop on coding and cryptography WCC, vol 2013, 2013) for cryptographic applications. Inspired by a recent adaption of Gabidulin codes to certain finite rings by Kamche et al. (IEEE Trans Inf Theory 65(12):7718-7735, 2019), we define and study LRPC codes over Galois rings-a wide class of finite commutative rings. We give a decoding algorithm similar to Gaborit et al.'s decoder, based on simple linear-algebraic operations. We derive an upper bound on the failure probability of the decoder, which is significantly more involved than in the case of finite fields. The bound depends only on the rank of an error, i.e., is independent of its free rank. Further, we analyze the complexity of the decoder. We obtain that there is a class of LRPC codes over a Galois ring that can decode roughly the same number of errors as a Gabidulin code with the same code parameters, but faster than the currently best decoder for Gabidulin codes. However, the price that one needs to pay is a small failure probability, which we can bound from above.

摘要

低秩奇偶校验(LRPC)码是有限域上的秩度量码,由加博里特等人(《编码与密码学研讨会论文集WCC》,第2013卷,2013年)提出用于密码学应用。受卡姆切等人(《IEEE信息论汇刊》65(12):7718 - 7735,2019年)近期将加比杜林码适配到某些有限环的启发,我们定义并研究伽罗瓦环上的LRPC码——一类广泛的有限交换环。我们基于简单的线性代数运算给出了一种类似于加博里特等人的解码器的译码算法。我们推导了解码器失败概率的上界,这比有限域情况下要复杂得多。该上界仅取决于错误的秩,即与自由秩无关。此外,我们分析了解码器的复杂度。我们发现,在伽罗瓦环上存在一类LRPC码,其能纠正的错误数量与具有相同码参数的加比杜林码大致相同,但比目前加比杜林码的最佳解码器速度更快。然而,需要付出的代价是失败概率较小,我们可以给出其上界。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e594/7870781/094440e1518f/10623_2020_825_Fig1_HTML.jpg

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