|3/2018 - 3|
Adaptive LSB Steganography Based on Chaos Theory and Random DistortionTUTUNCU, K. , DEMIRCI, B.
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ciphers, chaos, data encapsulation, data security, digital images
image(17), steganography(15), chaotic(11), hiding(10), steganographic(9), information(8), algorithm(8), communications(7), signal(5), security(5)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2018-08-31
Volume 18, Issue 3, Year 2018, On page(s): 15 - 22
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2018.03003
Web of Science Accession Number: 000442420900003
SCOPUS ID: 85052105181
Image steganography is a technique to hide secret information in an image without leaving any apparent evidence of image alteration. Hiding capacity, perceptual transparency, robustness, and resistance against attack must be considered as characteristics of the image steganography algorithms. In this study, Improved Chaos Based Bit Embedding has been proposed as a new steganography algorithm. It is based on two basic principles. One of them is determining the bits in which the secret data will be embedded by logistic map and the other one is embedding the secret data into only one of the three color channels that is chosen randomly. It distorts the other remaining channels so that it is harder to obtain the text within the image by an unwanted person. The proposed algorithm has been tested on 10 sample images along with the four basic steganography algorithms: Least Significant Bit Embedding, Pseudo Random Least Significant Bit Embedding, EzStego, and F5. It has been seen that generating unpredictable indexes by the chaotic random number generators, and embedding the secret data into only one of the three channels (distorting remaining channels) increased resistance against attacks. Perceptual transparencies and capacity ratio of the proposed algorithm are compatible with the other four algorithms.
|References|||||Cited By «-- Click to see who has cited this paper|
| A. Beimel, "Secret-Sharing Schemes: A Survey," in Coding and Cryptology, 2011, pp. 11-46. |
[CrossRef] [SCOPUS Times Cited 198]
 A. Shamir, "How to Share a Secret," Commun. ACM, vol. 22, no. 11, pp. 612-613, Nov. 1979.
[CrossRef] [Web of Science Times Cited 4850] [SCOPUS Times Cited 6981]
 A. Cheddad, J. Condell, K. Curran, and P. Mc Kevitt, "Digital image steganography: Survey and analysis of current methods," Signal Processing, vol. 90, no. 3, pp. 727-752, Mar. 2010.
[CrossRef] [Web of Science Times Cited 521] [SCOPUS Times Cited 800]
 C. Kurak and J. McHugh, "A cautionary note on image downgrading," in  Proceedings Eighth Annual Computer Security Application Conference, 1992, pp. 153-159.
[CrossRef] [SCOPUS Times Cited 73]
 I. S. Moskowitz, G. E. Longdon, and L. Chang, "A new paradigm hidden in steganography," in Proceedings of the 2000 workshop on New security paradigms, 2001, pp. 41-50.
 T. Sharp, "An Implementation of Key-Based Digital Signal Steganography," in Information Hiding, 2001, pp. 13-26.
 E. Kawaguchi and R. Eason, "Principle and applications of BPCS-Steganography," in Principle and applications of BPCS-Steganography, Boston,USA, 1998, vol. 3528, pp. 464-473.
 W. Bender, D. Gruhl, N. Morimoto, and A. Lu, "Techniques for data hiding," IBM Systems Journal, vol. 35, no. 3.4, pp. 313-336, 1996.
[CrossRef] [Web of Science Times Cited 1159]
 I. S. Moskowitz and N. F. Johnson, "A detection study of an NRL steganographic method," NAVAL RESEARCH LAB WASHINGTON DC, 2002.
 M. Noto, "MP3Stego: Hiding text in MP3 files," Sans Institute, p. 5, 2001.
 N. F. Johnson and S. Katzenbeisser, "A survey of steganographic techniques," in Information hiding, 2000, pp. 43-78.
 L. Zhi, S. A. Fen, and Y. Y. Xian, "A LSB steganography detection algorithm," in Personal, Indoor and Mobile Radio Communications, 2003. PIMRC 2003. 14th IEEE Proceedings on, 2003, vol. 3, pp. 2780-2783.
[CrossRef] [Web of Science Times Cited 9] [SCOPUS Times Cited 20]
 Jessica Fridrich and Miroslav Goljan, "Digital image steganography using stochastic modulation," 2003, vol. 5020, pp. 5020-12.
[CrossRef] [Web of Science Times Cited 45] [SCOPUS Times Cited 89]
 R. O. El Safy, H. H. Zayed, and A. El Dessouki, "An adaptive steganographic technique based on integer wavelet transform," in 2009 International Conference on Networking and Media Convergence, 2009, pp. 111-117.
[CrossRef] [SCOPUS Times Cited 60]
 C.-C. Chang, T.-S. Chen, and L.-Z. Chung, "A steganographic method based upon JPEG and quantization table modification," Information Sciences, vol. 141, no. 1, pp. 123-138, Mar. 2002.
[CrossRef] [Web of Science Times Cited 177] [SCOPUS Times Cited 238]
 R. Chu, X. You, X. Kong, and X. Ba, "A DCT-based image steganographic method resisting statistical attacks," in Acoustics, Speech, and Signal Processing, 2004. Proceedings.(ICASSP'04). IEEE International Conference on, 2004, vol. 5, pp. V-953.
 M. Hussain and M. Hussain, "A survey of image steganography techniques," 2013.
 C.-K. Chan and L. M. Cheng, "Hiding data in images by simple LSB substitution," Pattern Recognition, vol. 37, no. 3, pp. 469-474, Mar. 2004.
[CrossRef] [Web of Science Times Cited 649] [SCOPUS Times Cited 954]
 Y. K. Lee and L. H. Chen, "High capacity image steganographic model," IEE Proceedings - Vision, Image and Signal Processing, vol. 147, no. 3, pp. 288-294, Jun. 2000.
[CrossRef] [Web of Science Times Cited 179] [SCOPUS Times Cited 251]
 R.-Z. Wang, C.-F. Lin, and J.-C. Lin, "Image hiding by optimal LSB substitution and genetic algorithm," Pattern Recognition, vol. 34, no. 3, pp. 671-683, Mar. 2001.
[CrossRef] [Web of Science Times Cited 397] [SCOPUS Times Cited 511]
 S.-H. Liu, T.-H. Chen, H.-X. Yao, and W. Gao, "A variable depth LSB data hiding technique in images," in Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on, 2004, vol. 7, pp. 3990-3994.
 C. E. Shannon, "Communication theory of secrecy systems," The Bell System Technical Journal, vol. 28, no. 4, pp. 656-715, Oct. 1949.
[CrossRef] [SCOPUS Times Cited 4458]
 W. Wong, L. Lee, and K. Wong, "A Modified Chaotic Cryptographic Method," in Communications and Multimedia Security Issues of the New Century: IFIP TC6 / TC11 Fifth Joint Working Conference on Communications and Multimedia Security (CMS'01) May 21-22, 2001, Darmstadt, Germany, R. Steinmetz, J. Dittman, and M. Steinebach, Eds. Boston, MA: Springer US, 2001, pp. 123-126.
 A. Kanso and N. Smaoui, "Irregularly decimated chaotic map (s) for binary digits generations," International Journal of Bifurcation and Chaos, vol. 19, no. 04, pp. 1169-1183, 2009.
[CrossRef] [Web of Science Times Cited 15] [SCOPUS Times Cited 17]
 A. Kanso, H. Yahyaoui, and M. Almulla, "Keyed hash function based on a chaotic map," Information Sciences, vol. 186, no. 1, pp. 249-264, 2012.
[CrossRef] [Web of Science Times Cited 42] [SCOPUS Times Cited 47]
 A. Kanso, "Self-shrinking chaotic stream ciphers," Communications in nonlinear science and numerical simulation, vol. 16, no. 2, pp. 822-836, 2011.
[CrossRef] [Web of Science Times Cited 18] [SCOPUS Times Cited 24]
 X. Wu and Z.-H. Guan, "A novel digital watermark algorithm based on chaotic maps," Physics Letters A, vol. 365, no. 5-6, pp. 403-406, 2007.
[CrossRef] [Web of Science Times Cited 56] [SCOPUS Times Cited 77]
 S. Behnia, M. Teshnehlab, and P. Ayubi, "Multiple-watermarking scheme based on improved chaotic maps," Communications in Nonlinear Science and Numerical Simulation, vol. 15, no. 9, pp. 2469-2478, Sep. 2010.
[CrossRef] [Web of Science Times Cited 18] [SCOPUS Times Cited 25]
 M. Keyvanpour and F. Merrikh-Bayat, "An Effective chaos-based image watermarking scheme using fractal coding," Procedia Computer Science, vol. 3, pp. 89-95, Jan. 2011.
[CrossRef] [Web of Science Times Cited 6] [SCOPUS Times Cited 8]
 L. Yu, Y. Zhao, R. Ni, and T. Li, "Improved Adaptive LSB Steganography Based on Chaos and Genetic Algorithm," EURASIP Journal on Advances in Signal Processing, vol. 2010, no. 1, p. 876946, Jun. 2010.
[CrossRef] [Web of Science Times Cited 29] [SCOPUS Times Cited 26]
 A. Kanso and H. S. Own, "Steganographic algorithm based on a chaotic map," Communications in Nonlinear Science and Numerical Simulation, vol. 17, no. 8, pp. 3287-3302, Aug. 2012.
[CrossRef] [Web of Science Times Cited 15] [SCOPUS Times Cited 16]
 R. Roy, A. Sarkar, and S. Changder, "Chaos based Edge Adaptive Image Steganography," Procedia Technology, vol. 10, pp. 138-146, Jan. 2013.
[CrossRef] [Web of Science Times Cited 23]
 S. Ahadpour and M. Majidpour, "Image Steganography Using Discrete Cross-Coupled Chaotic Maps," 2013.
 M. Ghebleh and A. Kanso, "A robust chaotic algorithm for digital image steganography," Communications in Nonlinear Science and Numerical Simulation, vol. 19, no. 6, pp. 1898-1907, Jun. 2014.
[CrossRef] [Web of Science Times Cited 41] [SCOPUS Times Cited 51]
 M. Y. Valandar, P. Ayubi, and M. J. Barani, "A new transform domain steganography based on modified logistic chaotic map for color images," Journal of Information Security and Applications, vol. 34, pp. 142-151, Jun. 2017.
[CrossRef] [Web of Science Times Cited 8] [SCOPUS Times Cited 13]
 G. Sathishkumar, D. N. Sriraam, and others, "Image encryption based on diffusion and multiple chaotic maps," arXiv preprint arXiv:1103.3792, 2011.
 B. Y. Ryabko, V. S. Stognienko, and Y. I. Shokin, "A new test for randomness and its application to some cryptographic problems," Journal of Statistical Planning and Inference, vol. 123, no. 2, pp. 365-376, Jul. 2004.
[CrossRef] [Web of Science Times Cited 19] [SCOPUS Times Cited 18]
 A. Westfeld and A. Pfitzmann, "Attacks on Steganographic Systems," in Information Hiding, 2000, pp. 61-76.
 Zhou Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: from error visibility to structural similarity," IEEE Transactions on Image Processing, vol. 13, no. 4, pp. 600-612, Apr. 2004.
[CrossRef] [Web of Science Times Cited 12650] [SCOPUS Times Cited 15865]
 A. Hore and D. Ziou, "Image quality metrics: PSNR vs. SSIM" in 20th International Conference on Pattern Recognition, ICPR 2010, Istanbul, Turkey, 2010, pp 2366-2369
[CrossRef] [SCOPUS Times Cited 461]
 H. Gupta, R. Kumar and S. Changlani, "Enhanced data hiding capacity using LSB-based image steganography algorithm." International Journal of Emerging Technology and Advanced Engineering, 3(6), pp. 212-214, 2013
 N. P. Kamdar, D. G. Kamdar and D. N. Khandhar, "Performance evaluation of lsb based steganography for optimization of psnr and mse." Journal of information, knowledge and research in electronics and communication engineering, 2(2), pp. 505-509, 2013
 A. Westfeld, "F5-a steganographic algorithm", In International workshop on information hiding, vol 2137, Springer, Berlin, Heidelberg. pp. 289-302,
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