JPEG image steganalysis improvement via image-to-image variation minimization

Chiew Kang Leng; Josef Pieprzyk

doi:10.1109/ICACTE.2008.94

JPEG image steganalysis improvement via image-to-image variation minimization

Chiew Kang Leng, Josef Pieprzyk

School of Computing

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

1 Citation (Scopus)

44 Downloads (Pure)

Abstract

In this research, we introduce an approach to enhance the discriminative capability of features by employing image-to-image variation minimization. In order to minimize image-to-image variation, we will estimate the cover image from the stego image by decompressing the stego image, transforming the decompressed image and re-compressing back. Since the effect of the embedding operation in an image steganography is actually a noise adding process to the image, applying these three processes will smooth out the noise and hence the estimated cover image can be obtained.

Original language	English
Title of host publication	Proceedings
Subtitle of host publication	2008 International Conference on Advanced Computer Theory and Engineering: 20-22 December 2008, Phuket, Thailand
Place of Publication	Los Alamitos, CA
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	223-227
Number of pages	5
ISBN (Print)	9780769534893
DOIs	https://doi.org/10.1109/ICACTE.2008.94
Publication status	Published - 2008
Event	2008 International Conference on Advanced Computer Theory and Engineering, ICACTE 2008 - Phuket, Thailand Duration: 20 Dec 2008 → 22 Dec 2008

Other

Other	2008 International Conference on Advanced Computer Theory and Engineering, ICACTE 2008
Country/Territory	Thailand
City	Phuket
Period	20/12/08 → 22/12/08

Bibliographical note

Copyright 2008 IEEE. Reprinted from Proceedings : 2008 International Conference on Advanced Computer Theory and Engineering : 20-22 December 2008, Phuket, Thailand. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of Macquarie Universityâ€™s products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to [email protected]. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.

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Leng, C. K., & Pieprzyk, J. (2008). JPEG image steganalysis improvement via image-to-image variation minimization. In Proceedings: 2008 International Conference on Advanced Computer Theory and Engineering: 20-22 December 2008, Phuket, Thailand (pp. 223-227). Article 4736955 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICACTE.2008.94

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Leng, CK & Pieprzyk, J 2008, JPEG image steganalysis improvement via image-to-image variation minimization. in Proceedings: 2008 International Conference on Advanced Computer Theory and Engineering: 20-22 December 2008, Phuket, Thailand., 4736955, Institute of Electrical and Electronics Engineers (IEEE), Los Alamitos, CA, pp. 223-227, 2008 International Conference on Advanced Computer Theory and Engineering, ICACTE 2008, Phuket, Thailand, 20/12/08. https://doi.org/10.1109/ICACTE.2008.94

JPEG image steganalysis improvement via image-to-image variation minimization. / Leng, Chiew Kang; Pieprzyk, Josef.
Proceedings: 2008 International Conference on Advanced Computer Theory and Engineering: 20-22 December 2008, Phuket, Thailand. Los Alamitos, CA: Institute of Electrical and Electronics Engineers (IEEE), 2008. p. 223-227 4736955.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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JPEG image steganalysis improvement via image-to-image variation minimization

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