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A Blind High-Capacity Wavelet-Based Steganography Technique for Hiding Images into other ImagesHAMAD, S. , KHALIFA, A. , ELHADAD, A.
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blindness, digital images, discrete wavelet transforms, information security, payloads
image(16), wavelet(15), watermarking(12), processing(12), signal(10), hiding(10), steganography(9), information(9), transform(7), images(7)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2014-05-31
Volume 14, Issue 2, Year 2014, On page(s): 35 - 42
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2014.02006
Web of Science Accession Number: 000340868100006
SCOPUS ID: 84901834430
The flourishing field of Steganography is providing effective techniques to hide data into different types of digital media. In this paper, a novel technique is proposed to hide large amounts of image data into true colored images. The proposed method employs wavelet transforms to decompose images in a way similar to the Human Visual System (HVS) for more secure and effective data hiding. The designed model can blindly extract the embedded message without the need to refer to the original cover image. Experimental results showed that the proposed method outperformed all of the existing techniques not only imperceptibility but also in terms of capacity. In fact, the proposed technique showed an outstanding performance on hiding a secret image whose size equals 100% of the cover image while maintaining excellent visual quality of the resultant stego-images.
|References|||||Cited By «-- Click to see who has cited this paper|
| P. Davern and M. Scott, "Steganography: Its history and its application to computer based data files," Dublin City University, School of Computer Applications1995.
 A. Cheddad, J. Condell, K. Curran, and P. Mc Kevitt, "Digital image steganography: Survey and analysis of current methods," Signal Processing, vol. 90, pp. 727-752, 2010.
[CrossRef] [Web of Science Times Cited 442] [SCOPUS Times Cited 686]
 R. Anderson, R. Needham, and A. Shamir, "The steganographic file system," in Proceedings of the Second International Workshop on Information Hiding, 1998, pp. 74-84.
[CrossRef] [SCOPUS Times Cited 60]
 S. Murdoch and S. Lewis, "Embedding Covert Channels into TCP/IP," in Information Hiding. vol. 3727, M. Barni, J. Herrera-Joancomarti, S. Katzenbeisser, and F. Perez-Gonzalez, Eds., ed: Springer Berlin Heidelberg, 2005, pp. 247-261.
 W. Kai, G. Lavoue, F. Denis, and A. Baskurt, "A Comprehensive Survey on Three-Dimensional Mesh Watermarking," Multimedia, IEEE Transactions on, vol. 10, pp. 1513-1527, 2008.
[CrossRef] [Web of Science Times Cited 72] [SCOPUS Times Cited 98]
 A. Khalifa and A. Atito, "High-capacity DNA-based steganography," in Informatics and Systems (INFOS), 2012 8th International Conference on, 2012, pp. BIO-76-BIO-80.
 G. Thirugnanam and S. Arulselvi, "Wavelet Packet based Robust Digital Image Watermarking and Extraction using Independent Component Analysis," International Journal of Signal & Image Processing, vol. 1, pp. 80 - 87, 2010.
 S. K. Jinna and L. Ganesan, "Reversible Image data Hiding using Lifting wavelet Transform and Histogram Shifting," IJCSIS, vol. 7, pp. 283-289, 2010.
 M. F. Tolba, M. A. S. Ghonemy, I. A. H. Taha, and A. S. Khalifa, "High capacity image steganography using wavelet-based fusion," in Computers and Communications, 2004. Proceedings. ISCC 2004. Ninth International Symposium on, 2004, pp. 430-435 Vol.1.
 L. Fan, T. Gao, and Q. Yang, "A novel zero-watermark copyright authentication scheme based on lifting wavelet and Harris corner detection," Wuhan University Journal of Natural Sciences, vol. 15, pp. 408-414, 2010/10/01 2010.
 C.-C. Wu, Y. Su, T.-M. Tu, C.-P. Chang, and S.-Y. Li, "Saturation Adjustment Scheme of Blind Color Watermarking for Secret Text Hiding," Journal of Multimedia, vol. 5, pp. 248-258, 2010.
[CrossRef] [SCOPUS Times Cited 2]
 S. Tripathi, N. Ramesh, B. A, and N. K J, "A DWT based Dual Image Watermarking Technique for Authenticity and Watermark Protection," Signal & Image Processing, vol. 1, pp. 33 - 45, 2010.
 D. Neeta, K. Snehal, and D. Jacobs, "Implementation of LSB Steganography and Its Evaluation for Various Bits," in Digital Information Management, 2006 1st International Conference on, 2007, pp. 173-178.
 D.-C. Wu and W.-H. Tsai, "A steganographic method for images by pixel-value differencing," Pattern Recognition Letters, vol. 24, pp. 1613-1626, 2003.
[CrossRef] [Web of Science Times Cited 397] [SCOPUS Times Cited 562]
 W.-Y. Chen, "Color image steganography scheme using set partitioning in hierarchical trees coding, digital Fourier transform and adaptive phase modulation," Applied Mathematics and Computation, vol. 185, pp. 432-448, 2007.
[CrossRef] [Web of Science Times Cited 29] [SCOPUS Times Cited 41]
 C.-C. Lin and P.-F. Shiu, "High capacity data hiding scheme for dct-based images," Journal of Information Hiding and Multimedia Signal Processing, vol. 1, pp. 220 - 240, 2010.
 H. A.Abdallah, M. M.Hadhoud, A. A.Shaalan, and F. E.AbdElsamie, "Blind wavelet-based image watermarking," International Journal of Signal Processing, Image Processing and Pattern Recognition, vol. 4, pp. 15 - 28, 2011.
 N. Kashyap and G. R. SINHA, "Image Watermarking Using 3-Level Discrete Wavelet Transform (DWT)," International Journal of Modern Education & Computer Science, vol. 4, pp. 50 - 56, 2012.
 A. Khan, S. A. Malik, A. Ali, R. Chamlawi, M. Hussain, M. T. Mahmood, et al., "Intelligent reversible watermarking and authentication: Hiding depth map information for 3D cameras," Information Sciences, vol. 216, pp. 155-175, 2012.
[CrossRef] [Web of Science Times Cited 25] [SCOPUS Times Cited 31]
 S. Lagzian, M. Soryani, and M. Fathy, "Robust watermarking scheme based on RDWT-SVD: Embedding data in all subbands," in Artificial Intelligence and Signal Processing (AISP), 2011 International Symposium on, 2011, pp. 48-52.
 V. Santhi and A. Thangavelu, "DC coefficients based watermarking techniquefor color images using singular valuedecomposition," International Journal of Computer and Electrical Engineering, vol. 3, pp. 8 - 16, 2011.
 M. Teruya and A. Kentaro, "A blind digital image watermarking method using interval wavelet decomposition," International Journal of Signal Processing, Image Processing and Pattern Recognition, vol. 3, pp. 59 - 72, 2010.
 A. Khalifa and S. Hamad, "A Robust Non-blind Algorithm for Watermarking Color Images using Multi-resolution Wavelet Decomposition," International Journal of Computer Applications, vol. 37, 2012.
 L. Sunil, C. D. Yoo, and T. Kalker, "Reversible Image Watermarking Based on Integer-to-Integer Wavelet Transform," Information Forensics and Security, IEEE Transactions on, vol. 2, pp. 321-330, 2007.
[CrossRef] [Web of Science Times Cited 170] [SCOPUS Times Cited 228]
 M. Khatirinejad and P. Lisonìk, "Linear codes for high payload steganography," Discrete Applied Mathematics, vol. 157, pp. 971-981, 2009.
[CrossRef] [Web of Science Times Cited 16] [SCOPUS Times Cited 19]
 C. K. Koc, C. Guanrong, and C. K. Chui, "Complexity analysis of wavelet signal decomposition and reconstruction," Aerospace and Electronic Systems, IEEE Transactions on, vol. 30, pp. 910-918, 1994.
[CrossRef] [Web of Science Times Cited 10] [SCOPUS Times Cited 19]
 N. F. Law and W. C. Siu, "A fast and efficient computational structure for the 2D over-complete wavelet transform," in Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on, 2003, pp. III-309-12 vol.3.
 V. Ashok, T. Balakumaran, C. Gowrishankar, and I. Vennila, "The fast Haar wavelet transform for signal & image processing," arXiv preprint arXiv:1002.2184, 2010.
 B. Toufik and N. Mokhtar, "The Wavelet Transform for Image Processing Applications," Advances in Wavelet Theory and Their Applications In Engineering, Physics And Technology, pp. 395-422, 2012.
 E. Kawaguchi and R. O. Eason, "Principles and applications of BPCS steganography," 1999, pp. 464-473.
 C.-C. Chang, C.-C. Lin, C.-S. Tseng, and W.-L. Tai, "Reversible hiding in DCT-based compressed images," Information Sciences, vol. 177, pp. 2768-2786, 2007.
[CrossRef] [Web of Science Times Cited 150] [SCOPUS Times Cited 210]
 C.-C. Lin and P.-F. Shiu, "DCT-based reversible data hiding scheme," presented at the Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication, Suwon, Korea, 2009.
 M. F. Tolba, M. A.-S. Ghoniemy, I. A.-H. Taha, and A. S. Khalifa, "Reliable blind informamtion hiding into colored images using reversible wavelet transforms," I. J. Comput. Appl., vol. 12, pp. 133-140, 2005.
 J. Spaulding, H. Noda, M. N. Shirazi, and E. Kawaguchi, "BPCS steganography using EZW lossy compressed images," Pattern Recognition Letters, vol. 23, pp. 1579-1587, 2002.
[CrossRef] [Web of Science Times Cited 55] [SCOPUS Times Cited 69]
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