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Bibliographic record number: 829826

Journal

Authors: Picek, Stjepan; Carlet, Claude; Guilley, Sylvain; Miller, Julian F.; Jakobović, Domagoj
Title: Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography
( Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography )
Source: Evolutionary computation (1063-6560) 24 (2016), 4; 667-694
Paper type: article
Keywords: Evolutionary algorithms ; Boolean functions ; Cryptography ; Comparison
( Evolutionary algorithms ; Boolean functions ; Cryptography ; Comparison )
Abstract:
The role of Boolean functions is prominent in several areas like cryptography, sequences, and coding theory. Therefore, various methods for the construction of Boolean functions with desired properties are of direct interest. New motivations on the role of Boolean functions in cryptography with attendant new properties have emerged during the years. There are still many combinations of design criteria left unexplored and in this matter evolutionary computation can play a distinct role. This paper concentrates on two scenarios for use of Boolean functions in cryptography. The first uses Boolean functions as the source of the nonlinearity in filter and combiner generators. Although relatively well explored using evolutionary algorithms, it still presents an interesting goal in terms of the practical sizes of Boolean functions. The second scenario appeared rather recently where the objective is to find Boolean functions that have various orders of the correlation immunity and minimal Hamming weight. In both those scenarios we see that evolutionary algorithms are able to find high quality solutions where genetic programming performs the best.
Original language: eng
Citation databases: Current Contents Connect (CCC)
MEDLINE
Scopus
SCI-EXP, SSCI i/ili A&HCI
Science Citation Index Expanded (SCI-EXP) (sastavni dio Web of Science Core Collectiona)
Category: Znanstveni
Research fields:
Computer science
Full paper text: 829826.829826.paper.pdf (tekst priložen 4. Sij. 2017. u 14:31 sati)
URL: http://www.mitpressjournals.org/doi/10.1162/EVCO_a_00190#.V7YHOvn5i70
Broj citata:
Altmetric:
DOI: 10.1162/EVCO_a_00190
URL cjelovitog rada:
Google Scholar: Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography
Contrib. to CROSBI by: Domagoj Jakobović (domagoj.jakobovic@fer.hr), 18. Kol. 2016. u 21:12 sati



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