Kontaktujte nás | Jazyk: čeština English
Název: | Optimization of Artificial Neural Network Structure in the Case of Steganalysis |
Autor: | Komínková Oplatková, Zuzana; Hološka, Jiří; Procházka, Michal; Šenkeřík, Roman; Jašek, Roman |
Typ dokumentu: | Kapitola v odborné knize (English) |
ISBN: | 978-3-642-30503-0 |
Abstrakt: | 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. |
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