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Soft computing-based information security

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dc.title Soft computing-based information security en
dc.contributor.author Volná, Eva
dc.contributor.author Sochor, Tomáš
dc.contributor.author Meli, Clyde
dc.contributor.author Komínková Oplatková, Zuzana
dc.relation.ispartof Multidisciplinary Perspectives in Cryptology and Information Security
dc.identifier.isbn 9781466658097
dc.identifier.isbn 1466658088
dc.identifier.isbn 9781466658080
dc.date.issued 2014
dc.citation.spage 29
dc.citation.epage 60
dc.type bookPart
dc.language.iso en
dc.publisher IGI Global
dc.identifier.doi 10.4018/978-1-4666-5808-0.ch002
dc.relation.uri https://www.igi-global.com/chapter/soft-computing-based-information-security/108025
dc.description.abstract This chapter deals with using soft computing methods in information security. It is engaged in two big areas: (1) information security and spam detection and (2) cryptography. The latter field is covered by a proposal of an artificial neural network application, which represents a way of further development in this area. Such a neural network can be practically used in the area of cryptography. It is a new approach, which presents a development of automatic neural networks design. The approach is based on evolutionary algorithms, which allow evolution of architecture and weights simultaneously. A spam filter is an automated tool to recognize spam so as to prevent its delivery. The chapter contains a survey of current and proposed spam filtering techniques with particular emphasis on how well they work. The primary focus is spam filtering in email, but the role of the spam filter is only one component of a large and complex information universe. The chapter also includes experimental demonstrations. © 2014 by IGI Global. All rights reserved. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1008031
utb.identifier.rivid RIV/70883521:28140/14:43871650!RIV15-MSM-28140___
utb.identifier.obdid 43871869
utb.identifier.scopus 2-s2.0-84946000637
utb.source c-scopus
dc.date.accessioned 2018-07-27T08:47:41Z
dc.date.available 2018-07-27T08:47:41Z
utb.contributor.internalauthor Komínková Oplatková, Zuzana
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