Extension and analysis of information hiding method deep steganography | Applied Discrete Mathematics. Supplement. 2021. № 14. DOI: 10.17223/2226308X/14/32

HomeIssuesExtension and analysis of information hiding method deep steganography | Applied Discrete Mathematics. Supplement. 2021. № 14. DOI: 10.17223/2226308X/14/32

Extension and analysis of information hiding method deep steganography

Information hiding method Deep Stegano-graphy 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.

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Keywords

information hiding, covert channels, neural networks

Authors

NameOrganizationE-mail
Nikolaev A. A.National Research Tomsk State Universityantoniynikolaev@gmail.com
Всего: 1

References

Zhu J., Kaplan R., Johnson J., and Fei-Fei L. HiDDeN: Hiding Data With Deep Networks. 2018. https://arxiv.org/abs/1807.09937.
Baluja S. Hiding Images in Plain Sight: Deep Steganography // Adv. Neural Inform. Processing Systems. 2017. No.30. P. 1-11.
Extension and analysis of information hiding method deep steganography | Applied Discrete Mathematics. Supplement. 2021. № 14. DOI: 10.17223/2226308X/14/32

Extension and analysis of information hiding method deep steganography | Applied Discrete Mathematics. Supplement. 2021. № 14. DOI: 10.17223/2226308X/14/32

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