Evolving hash functions by means of genetic programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{1144300,
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author = "Cesar Estebanez and Julio Cesar Hernandez-Castro and
Arturo Ribagorda and Pedro Isasi",
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title = "Evolving hash functions by means of genetic
programming",
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booktitle = "{GECCO 2006:} Proceedings of the 8th annual conference
on Genetic and evolutionary computation",
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year = "2006",
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editor = "Maarten Keijzer and Mike Cattolico and Dirk Arnold and
Vladan Babovic and Christian Blum and Peter Bosman and
Martin V. Butz and Carlos {Coello Coello} and
Dipankar Dasgupta and Sevan G. Ficici and James Foster and
Arturo Hernandez-Aguirre and Greg Hornby and
Hod Lipson and Phil McMinn and Jason Moore and Guenther Raidl and
Franz Rothlauf and Conor Ryan and Dirk Thierens",
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volume = "2",
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ISBN = "1-59593-186-4",
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pages = "1861--1862",
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address = "Seattle, Washington, USA",
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URL = "http://gpbib.cs.ucl.ac.uk/gecco2006/docs/p1861.pdf",
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DOI = "doi:10.1145/1143997.1144300",
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publisher = "ACM Press",
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publisher_address = "New York, NY, 10286-1405, USA",
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month = "8-12 " # jul,
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organisation = "ACM SIGEVO (formerly ISGEC)",
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keywords = "genetic algorithms, genetic programming, genetic
improvement, Real-World Applications: Poster, avalanche
effect, hash functions",
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size = "2 pages",
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abstract = "The design of hash functions by means of evolutionary
computation is a relatively new and unexplored problem.
In this work, we use Genetic Programming (GP) to evolve
robust and fast hash functions. We use a fitness
function based on a non-linearity measure, producing
evolved hashes with a good degree of Avalanche Effect.
Efficiency is assured by using only very fast operators
(both in hardware and software) and by limiting the
number of nodes. Using this approach, we have created a
new hash function, which we call gp-hash, that is able
to outperform a set of five human-generated,
widely-used hash functions.",
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notes = "lilgp
GECCO-2006 A joint meeting of the fifteenth
international conference on genetic algorithms
(ICGA-2006) and the eleventh annual genetic programming
conference (GP-2006).
ACM Order Number 910060",
- }
Genetic Programming entries for
Cesar Estebanez
Julio Cesar Hernandez-Castro
D Arturo Ribagorda Garnacho
Pedro Isasi Vinuela
Citations