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Prikladnaya Diskretnaya Matematika. Supplement, 2021, Issue 14, Pages 146–148
DOI: https://doi.org/10.17223/2226308X/14/32
(Mi pdma551)
 

Mathematical Foundations of Computer Security

Extension and analysis of information hiding method Deep Steganography

A. A. Nikolaev

Tomsk State University
References:
Abstract: Information hiding method Deep Steganography has been implemented. As a result, an extension of the method is proposed in the form of adding $n$ additional hidden layers to the encoded image. This extension allows transmitting more messages in the image container per one transmission session. The properties and metrics of the method have been analyzed, and the results show that this method allows revealing secret messages with SSIM-index accuracy of $56 \%$ on average for the deepest layer for optimal $n=3$ and $82 \%$ for the closest (third) layer with almost imperceptible hiding properties.
Keywords: information hiding, covert channels, neural networks.
Document Type: Article
UDC: 004.056
Language: Russian
Citation: A. A. Nikolaev, “Extension and analysis of information hiding method Deep Steganography”, Prikl. Diskr. Mat. Suppl., 2021, no. 14, 146–148
Citation in format AMSBIB
\Bibitem{Nik21}
\by A.~A.~Nikolaev
\paper Extension and analysis of information hiding method Deep Steganography
\jour Prikl. Diskr. Mat. Suppl.
\yr 2021
\issue 14
\pages 146--148
\mathnet{http://mi.mathnet.ru/pdma551}
\crossref{https://doi.org/10.17223/2226308X/14/32}
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