Evolutionary Techniques in Lattice Sieving Algorithms

Thijs Laarhoven

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Paper

Evolutionary Techniques in Lattice Sieving Algorithms

Topics: Applications: Games and Entertainment Technologies, Evolutionary Robotics, Evolutionary Art and Design, Industrial and Real World applications, Computational Economics and Finance; Evolutionary Search and Meta-heuristics ; Genetic Algorithms

In Proceedings of the 11th International Joint Conference on Computational Intelligence - Volume 0IJCCI, 31-39, 2019 , Vienna, Austria

Author: Thijs Laarhoven

Affiliation: Eindhoven University of Technology and The Netherlands

Keyword(s): Evolutionary Algorithms, Applications, Cryptography, Lattice Sieving.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

Abstract: Lattice-based cryptography has recently emerged as a prominent candidate for secure communication in the quantum age. Its security relies on the hardness of certain lattice problems, and the inability of known lattice algorithms, such as lattice sieving, to solve these problems efficiently. In this paper we investigate the similarities between lattice sieving and evolutionary algorithms, how various improvements to lattice sieving can be viewed as applications of known techniques from evolutionary computation, and how other evolutionary techniques can benefit lattice sieving in practice.

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Paper citation in several formats:

Laarhoven, T. (2019). Evolutionary Techniques in Lattice Sieving Algorithms. In Proceedings of the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) - ECTA; ISBN 978-989-758-384-1; ISSN 2184-3236, SciTePress, pages 31-39. DOI: 10.5220/0007968800310039

@conference{ecta19,
author={Thijs Laarhoven},
title={Evolutionary Techniques in Lattice Sieving Algorithms},
booktitle={Proceedings of the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) - ECTA},
year={2019},
pages={31-39},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007968800310039},
isbn={978-989-758-384-1},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) - ECTA
TI - Evolutionary Techniques in Lattice Sieving Algorithms
SN - 978-989-758-384-1
IS - 2184-3236
AU - Laarhoven, T.
PY - 2019
SP - 31
EP - 39
DO - 10.5220/0007968800310039
PB - SciTePress