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Artificial neural networks for detection cover and stego images

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dc.title Artificial neural networks for detection cover and stego images en
dc.contributor.author Komínková Oplatková, Zuzana
dc.contributor.author Hološka, Jiří
dc.contributor.author Šenkeřík, Roman
dc.relation.ispartof Proceedings of the 5th International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2012
dc.identifier.isbn 978-961-264-043-9
dc.date.issued 2012
dc.citation.spage 281
dc.citation.epage 290
dc.event.title 5th International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2012
dc.event.location Bohinj
utb.event.state-en Slovenia
utb.event.state-cs Slovinsko
dc.event.sdate 2012-05-24
dc.event.edate 2012-05-25
dc.type conferenceObject
dc.language.iso en
dc.publisher Jozef Stefan Institute
dc.subject Artificial neural networks en
dc.subject Detection en
dc.subject Steganalysis en
dc.description.abstract This paper is aimed on the technique for detection of cover and stego images by means of artificial neural networks. The work is connected with cryptography for information encoding and additional method for information hiding, which is called steganography. The core of the paper explains the principle of hidden information revealing in multimedia files like jpeg by means of artificial neural networks. The results show successful detection of four stego techniques by means of feed forward neural networks with one hidden layer. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1006556
utb.identifier.obdid 43869145
utb.identifier.scopus 2-s2.0-84976438442
utb.source d-scopus
dc.date.accessioned 2016-08-09T14:02:59Z
dc.date.available 2016-08-09T14:02:59Z
utb.contributor.internalauthor Komínková Oplatková, Zuzana
utb.contributor.internalauthor Hološka, Jiří
utb.contributor.internalauthor Šenkeřík, Roman
utb.fulltext.affiliation Zuzana Oplatkova, Jiri Holoska, Roman Senkerik Tomas Bata University in Zlin, Faculty of Applied Informatics, Department of Informatics and Artificial Intelligence, Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic oplatkova@fai.utb.cz, holoska@fai.utb.cz, senkerik@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.ou Department of Informatics and Artificial Intelligence
utb.fulltext.ou Department of Informatics and Artificial Intelligence
utb.fulltext.ou Department of Informatics and Artificial Intelligence
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