Evolutionary techniques in lattice sieving algorithms

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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.

Originele taal-2Engels
TitelIJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence
RedacteurenJuan Julian Merelo, Jonathan Garibaldi, Alejandro Linares-Barranco, Kurosh Madani, Kevin Warwick, Kevin Warwick
Plaats van productieSetúbal
UitgeverijSCITEPRESS-Science and Technology Publications, Lda.
Pagina's31-39
Aantal pagina's9
ISBN van elektronische versie9789897583841
DOI's
StatusGepubliceerd - 1 jan 2019
Evenement11th International Joint Conference on Computational Intelligence, IJCCI 2019 - Vienna, Oostenrijk
Duur: 17 sep 201919 sep 2019

Congres

Congres11th International Joint Conference on Computational Intelligence, IJCCI 2019
LandOostenrijk
StadVienna
Periode17/09/1919/09/19

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  • Citeer dit

    Laarhoven, T. (2019). Evolutionary techniques in lattice sieving algorithms. In J. J. Merelo, J. Garibaldi, A. Linares-Barranco, K. Madani, K. Warwick, & K. Warwick (editors), IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence (blz. 31-39). SCITEPRESS-Science and Technology Publications, Lda.. https://doi.org/10.5220/0007968800310039