Paper 2015/046 Original: eprint.iacr.org/2015/046 ↗

On the concrete hardness of Learning with Errors

Martin R. Albrecht
Rachel Player
Sam Scott
Abstract

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 Learning with Errors problem.

Metadata
Available format(s)
PDF
Category
Foundations
Publication info
Preprint.
History
2019-08-05: last updated
2015-01-20: published
Short URL
https://ia.cr/2015/046
License
https://creativecommons.org/licenses/by/4.0/

BibTeX

@misc{cryptoeprint:2015/046,
      author = {Martin R.  Albrecht and Rachel Player and Sam Scott},
      title = {On the concrete hardness of Learning with Errors},
      howpublished = {Cryptology {ePrint} Archive, Paper 2015/046},
      year = {2015},
      url = {https://eprint.iacr.org/2015/046}
}
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