Created by W.Langdon from gp-bibliography.bib Revision:1.7764

- @InProceedings{Picek:2017:DSD:3075564.3079069,
- author = "Stjepan Picek and Luca Mariot and Bohan Yang and Domagoj Jakobovic and Nele Mentens",
- title = "Design of {S}-boxes Defined with Cellular Automata Rules",
- booktitle = "Proceedings of the Computing Frontiers Conference, CF 2017",
- year = "2017",
- pages = "409--414",
- address = "Siena, Italy",
- publisher = "ACM",
- keywords = "genetic algorithms, genetic programming, Cellular automata, Implementation, Lightweight cryptography, S-boxes",
- isbn13 = "978-1-4503-4487-6",
- URL = "http://www.human-competitive.org/sites/default/files/picek-paper-2-acm.pdf",
- URL = "http://www.human-competitive.org/sites/default/files/picek-text.txt",
- DOI = "doi:10.1145/3075564.3079069",
- acmid = "3079069",
- size = "6 pages",
- abstract = "The aim of this paper is to find cellular automata (CA) rules that are used to describe S-boxes with good cryptographic properties and low implementation cost. Up to now, CA rules have been used in several ciphers to define an S-box, but in all those ciphers, the same CA rule is used. This CA rule is best known as the one defining the Keccak x transformation. Since there exists no straightforward method for constructing CA rules that define S-boxes with good cryptographic/implementation properties, we use a special kind of heuristics for that -- Genetic Programming (GP). Although it is not possible to theoretically prove the efficiency of such a method, our experimental results show that GP is able to find a large number of CA rules that define good S-boxes in a relatively easy way. We focus on the 4 x 4 and 5 x 5 sizes and we implement the S-boxes in hardware to examine implementation properties like latency, area, and power. Particularly interesting is the internal encoding of the solutions in the considered heuristics using combinatorial circuits; this makes it easy to approximate S-box implementation properties like latency and area a priori.",
- notes = "Entered 2017 Humies http://www.human-competitive.org/awards",
- }

Genetic Programming entries for Stjepan Picek Luca Mariot Bohan Yang Domagoj Jakobovic Nele Mentens