On the concrete hardness of Learning with Errors

被引:479
作者
Albrecht, Martin R. [1 ]
Player, Rachel [1 ]
Scott, Sam [1 ]
机构
[1] Royal Holloway Univ London, Informat Secur Grp, London, England
基金
英国工程与自然科学研究理事会;
关键词
Learning with Errors; lattice-based cryptography; lattice reduction;
D O I
10.1515/jmc-2015-0016
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The learning with errors (LWE) problem has become a central building block of modern cryptographic constructions. This work collects and presents hardness results for concrete instances of LWE. In particular, we discuss algorithms proposed in the literature and give the expected resources required to run them. We consider both generic instances of LWE as well as small secret variants. Since for several methods of solving LWE we require a lattice reduction step, we also review lattice reduction algorithms and use a refined model for estimating their running times. We also give concrete estimates for various families of LWE instances, provide a Sage module for computing these estimates and highlight gaps in the knowledge about algorithms for solving the LWE problem.
引用
收藏
页码:169 / 203
页数:35
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