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Optimization of artificial neural network structure in the case of steganalysis
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| Title: | Optimization of artificial neural network structure in the case of steganalysis | ||||||||||
| Author: | Komínková Oplatková, Zuzana; Hološka, Jiří; Procházka, Michal; Šenkeřík, Roman; Jašek, Roman | ||||||||||
| Document type: | Peer-reviewed article (English) | ||||||||||
| Source document: | Intelligent Systems Reference Library. 2013, vol. 38, p. 821-843 | ||||||||||
| ISSN: | 1868-4394 (Sherpa/RoMEO, JCR) | ||||||||||
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| DOI: | https://doi.org/10.1007/978-3-642-30504-7_32 | ||||||||||
| 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. © Springer-Verlag Berlin Heidelberg 2013. | ||||||||||
| Full text: | https://link.springer.com/chapter/10.1007/978-3-642-30504-7_32 | ||||||||||
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ČSN ISO 690:2011 citation
Citace článku v časopise:
KOMÍNKOVÁ OPLATKOVÁ, Zuzana, Jiří HOLOŠKA, Michal PROCHÁZKA, Roman ŠENKEŘÍK a Roman JAŠEK. Optimization of artificial neural network structure in the case of steganalysis. Intelligent Systems Reference Library [online]. 2013, vol. 38, s. 821-843. [cit. 2024-04-27]. ISSN 1868-4394. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-642-30504-7_32.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
KOMÍNKOVÁ OPLATKOVÁ, Zuzana, Jiří HOLOŠKA, Michal PROCHÁZKA, Roman ŠENKEŘÍK a Roman JAŠEK. Optimization of artificial neural network structure in the case of steganalysis. Intelligent Systems Reference Library [online]. 2013, vol. 38, s. 821-843. [cit. 2024-04-27]. ISSN 1868-4394. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-642-30504-7_32.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
