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Description
  • 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.
  • 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)
Title
  • Optimization of Artificial Neural Network Structure in the Case of Steganalysis
  • Optimization of Artificial Neural Network Structure in the Case of Steganalysis (en)
skos:prefLabel
  • Optimization of Artificial Neural Network Structure in the Case of Steganalysis
  • Optimization of Artificial Neural Network Structure in the Case of Steganalysis (en)
skos:notation
  • RIV/70883521:28140/13:43869836!RIV14-GA0-28140___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(ED2.1.00/03.0089), P(GA102/09/1680), S, Z(MSM7088352101)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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  • 94447
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28140/13:43869836
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • steganalysis, artificial neural networks, data mining (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [C88F0A29EC0E]
http://linked.open...i/riv/mistoVydani
  • Heidelberg
http://linked.open...vEdiceCisloSvazku
  • Intelligent systems reference library, 38
http://linked.open...i/riv/nazevZdroje
  • Handbook of Optimization. From Classical to Modern Approach
http://linked.open...in/vavai/riv/obor
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http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Jašek, Roman
  • Šenkeřík, Roman
  • Procházka, Michal
  • Hološka, Jiří
  • Komínková Oplatková, Zuzana
http://linked.open...n/vavai/riv/zamer
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-30504-7_32
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag. Berlin
https://schema.org/isbn
  • 978-3-642-30503-0
http://localhost/t...ganizacniJednotka
  • 28140
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