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Abstrakty
To improve the stego-image quality and provide a larger embedding capacity, a novel steganographic method based on four-pixel differencing and modulus function is presented. We process a block of four neighboring pixels, and form three two-pixel groups to record the information of secret data. In each group, the difference value between two pixels is exploited to estimate how many secret bits will be embedded. Two pixels will be adjusted so that the sum of the remainders of them is equal to secret data. In order to extract the secret data exactly, four pixel values in a block are adjusted synchronously by using modulus function. An optimization problem is formulated to minimize the embedding distortion. A theoretical proof is given to ensure the solvability of the problem. The experimental results show the proposed method not only has a larger embedding capacity but also provides better stego-image quality.
Wydawca
Czasopismo
Rocznik
Tom
Strony
281--289
Opis fizyczny
Bibliogr. 17 poz., fot., tab.
Twórcy
autor
autor
autor
autor
- State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, 100876, China, liaoxinbupt@gmail.com
Bibliografia
- [1] Anderson, R., Petitcolas, F.: On the limits of steganography, 16, may. 1998, ISSN 0733-8716.
- [2] Bender,'W., Gruhl, D., Morimoto, N., Lu, A.: Techniques for data hiding, IBM Systems Journal, 35(3.4) 1996, 313 -336, ISSN 0018-8670.
- [3] Chan, C.-K., Cheng, L. M.: Hiding data in images by simple LSB substitution, Pattern Recognition, 37(3) 2004, 469 - 474, ISSN 0031-3203.
- [4] Chang, C.-C, Tseng, H.-W.: A steganographic method for digital images using side match, Pattern Recognition Utters, 25(12), 2004, 1431 - 1437, ISSN 0167-8655.
- [5] Cox, I., Miller, M., Bloom, J., Fridrich, J., Kalker, T.: Digital Watermarking and Steganography, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 2007, ISBN 0123725852,9780123725851.
- [6] Liu, J.-C, Shih, M.-H.: Generalizations of pixel-value differencing steganography for data hiding in images, Fundam. Inf., 83(3), 2008, 319-335, ISSN 0169-2968.
- [7] Park, Y-R , Kang, H.-H., Shin, S.-U., Kwon, K.-R.: A Steganographic Scheme in Digital Images Using Information of Neighboring Pixels, Advances in Natural Compuiuiiun (L. Wang, K. Chen, Y. S. Ong. Eds.), 3612, Springer Berlin / Heidelberg, 2005.
- [8] Petitcolas, F., Anderson, R., Kuhn, M.: Information hiding-a survey, Proceedings of the IEEE, 87(7), jul. 1999, 1062-1078, ISSN 0018-9219.
- [9] Simmons, G. J.: The Prisoners' Problem and the Subliminal Channel, CRYPTO, 1983.
- [10] Thien, C.-C, Lin, J.-C: A simple and high-hiding capacity method for hiding digit-by-digit data in images based on modulus function, Pattern Recognition, 36(12), 2003, 2875 - 2881, ISSN 0031-3203.
- [11] Wang, C.-M., Wu, N.-I., Tsai, C.-S., Hwang, M.-S.: A high quality steganographic method with pixel-value differencing and modulus function, Journal of Systems and Software, 81(1), 2008, 150 - 158, ISSN 0164-1212.
- [121 Wang, H., Wang, S.: Cyber warfare: steganography vs. steganalysis, Commun. ACM, 47(10), 2004, 76-82, ISSN 0001-0782.
- [13] Wang, R..-Z., Lin, C.-F., Lin, J.-C: Image hiding by optimal LSB substitution and genetic algorithm, Pattern Recognition, 34(3), 2001,671 - 683, ISSN 0031-3203.
- [14] Wu, D.-C, Tsai, W.-H.: A steganographic method for images by pixel-value differencing, Pattern Recognition Letters, 24(9-10), 2003,1613 - 1626, ISSN 0167-8655.
- [15] Wu, H.-C, Wu, N.-I., Tsai, C.-S., Hwang, M.-S.: Image steganographic scheme based on pixel-value differencing and LSB replacement methods, Vision, Image and Signal Processing, IEE Proceedings -, 152(5), oct. 2005, 611 - 615, ISSN 135O-245X.
- [16] Yang, C.-H., Wang, S.-J., Weng, C.-Y.: Capacity-Raising Steganography Using Multi-Pixel Differencing and Pixel-Value Shifting Operations, Fundam. Inf., 98(2-3), 2010, 321-336, ISSN 0169-2968.
- [17] Yang, C.-H., Weng, C.-Y., Wang, S.-J., Sun, H.-M.: Adaptive Data Hiding in Edge Areas; of Images With Spatial LSB Domain Systems, Information Forensics and Security, IEEE Transactions on, 3(3), sep. 2008, 488-497, ISSN 1556-6013.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BUS8-0027-0026