Publikace UTB
Repozitář publikační činnosti UTB
Optimization of Artificial Neural Network Structure in the Case of Steganalysis
Repozitář DSpace/Manakin
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| dc.title | Optimization of Artificial Neural Network Structure in the Case of Steganalysis | en |
| dc.contributor.author | Komínková Oplatková, Zuzana | |
| dc.contributor.author | Hološka, Jiří | |
| dc.contributor.author | Procházka, Michal | |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.contributor.author | Jašek, Roman | |
| dc.relation.ispartof | Handbook of Optimization : From Classical to Modern Approach | |
| dc.identifier.isbn | 978-3-642-30503-0 | |
| dc.date.issued | 2013 | |
| dc.citation.spage | 821 | |
| dc.citation.epage | 843 | |
| dc.event.location | Heidelberg | |
| utb.event.state-en | Germany | |
| utb.event.state-cs | Německo | |
| dc.type | bookPart | |
| dc.language.iso | en | |
| dc.publisher | Springer-Verlag. Berlin | |
| dc.subject | steganalysis | en |
| dc.subject | artificial neural networks | en |
| dc.subject | data mining | en |
| dc.description.abstract | This research introduces a method of steganalysis by means of neural networks and its structure optimization. The main aim is to explain the approach of revealing a hidden content in jpeg files by feed forward neural network with Levenberg-Marquardt training algorithm. This work is also concerned to description of data mining techniques for structure optimization of used neural network. The results showed almost 100% success of detection. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1005906 | |
| utb.identifier.rivid | RIV/70883521:28140/13:43869836!RIV14-GA0-28140___ | |
| utb.identifier.obdid | 43870005 | |
| utb.source | c-riv | |
| dc.date.accessioned | 2016-04-28T10:37:22Z | |
| dc.date.available | 2016-04-28T10:37:22Z | |
| dc.description.sponsorship | P(ED2.1.00/03.0089), P(GA102/09/1680), S, Z(MSM7088352101) | |
| dc.format.extent | 1097 | |
| utb.identifier.utb-sysno | 77176 | |
| utb.identifier.nkp | 5554104 | |
| utb.contributor.internalauthor | Komínková Oplatková, Zuzana | |
| utb.contributor.internalauthor | Hološka, Jiří | |
| utb.contributor.internalauthor | Procházka, Michal | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.contributor.internalauthor | Jašek, Roman | |
| riv.obor | IN | |
| utb.fulltext.affiliation | Zuzana Oplatkova, Jiri Holoska, Michal Prochazka, Roman Senkerik, Roman Jasek Tomas Bata University in Zlín, Faculty of Applied Informatics, Nam. T.G. Masaryka 5555, 760 01 Zlín, Czech Republic e-mail: {oplatková,holoska,mprochazka,senkerik,jasek}@fai.utb.cz | |
| utb.fulltext.dates | - | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.faculty | Faculty of Applied Informatics |
