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Bibliographic record number: 829607

Journal

Authors: Picek, Stjepan; Jakobović, Domagoj
Title: Evolving Algebraic Constructions for Designing Bent Boolean Functions
( Evolving Algebraic Constructions for Designing Bent Boolean Functions )
Source: Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2016ACM , 2016. 781-788 (ISBN: 978-1-4503-4206-3).
Meeting: GECCO 2016
Location and date: Denver, SAD, 12-16.07.2016.
Keywords: Boolean Functions ; Cryptography ; Genetic Programming ; Algebraic Constructions ; Evolution ; Secondary Constructions
( Boolean Functions ; Cryptography ; Genetic Programming ; Algebraic Constructions ; Evolution ; Secondary Constructions )
Abstract:
The evolution of Boolean functions that can be used in cryptography is a topic well studied in the last decades. Previous research, however, has focused on evolving Boolean functions directly, and not on general methods that are capable of generating the desired functions. The former approach has the advantage of being able to produce a large number of functions in a relatively short time, but it directly depends on the size of the search space. In this paper, we present a method to evolve algebraic constructions for generation of bent Boolean functions. To strengthen our approach, we define three types of constructions and give experimental results for them. Our results show that this approach is able to produce a large number of constructions, which could in turn enable the construction of many more Boolean functions with a larger number of variables.
Type of meeting: Predavanje
Type of presentation in a journal: Full-text (1500 words and more)
Type of peer-review: International peer-review
Original language: eng
Category: Znanstveni
Research fields:
Computer science
Full paper text: 829607.Evolvable_constructions.pdf (tekst priložen 16. Kol. 2016. u 10:45 sati)
URL: http://dl.acm.org/citation.cfm?id=2908915&CFID=656176834&CFTOKEN=84493781
Contrib. to CROSBI by: Domagoj Jakobović (domagoj.jakobovic@fer.hr), 16. Kol. 2016. u 10:45 sati



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