Abstract
Conventional steganography focuses on invisibility and undetectability, as the main concern is to make the algorithms immune to steganalysis. Zero-steg-anography is an imperceptible and undetectable data hiding technique as no change is made to the cover, hence not requiring any steganalysis. The proposed algorithm hides the payload based on certain relationship between the cover image, chaotic sequence and the payload, instead of directly embedding payload into the cover image which often leaves tell tale signs of steganography. Moreover, use of chaotic map in the process of data hiding provides improved security. Survivability of the proposed algorithm is analyzed against JPEG compression, noise and low-pass filtering attacks. Imperceptibility analysis reveals that the proposed algorithm is totally imperceptible regardless of the payload length. The proposed algorithm is also analyzed for security and is found to be secure, in highly compromised scenarios, where all except one of the key components required to retrieve payload are known to the adversary.
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References
Abdul W, Carré P, Gaborit P (2009) List decoding of Reed Solomon codes for wavelet based colour image watermarking scheme. In: Proceedings of 16th IEEE international conference on image processing (ICIP), pp 3637–3640
Anderson R, Petitcolas F (1998) On the limits of steganography. IEEE J Sel Areas Commun 16(4):474–481
Barni M, Bartolini F, Cappellini V, Piva A (1998) A DCT-domain system for robust image watermarking. Signal process 66(3):357–372
Bose R, Ray-Chaudhuri D (1960) On a class of error correcting binary group codes. Inf control 3(1):68–79
Cao H, Xiang H, Li X, Liu M, Yi S, Wei F (2006) A zero-watermarking algorithm based on DWT and chaotic modulation. In: Proceedings of SPIE, vol 6247, pp 1–9
Chandramouli R, Memon N (2001) Analysis of LSB based image steganography techniques. In: Proceedings of IEEE international conference on image processing (ICIP), vol 3, pp 1019–1022
Cheddad A, Condell J, Curran K, Mc Kevitt P (2010) Digital image steganography: survey and analysis of current methods. Signal Process 90(3):727–752
Fridrich J, Goljan M, Soukal D (2004) Perturbed quantization steganography with wet paper codes. In: Proceedings of ACM multimedia security workshop, vol 20, pp 4–15
Fridrich J (2005) Feature-based steganalysis for JPEG images and its implications for future design of steganographic schemes. In: Information hiding, 7th international workshop, lecture notes in computer science, pp. 67–81 (2005)
Fridrich J, Kodovskỳ J, Goljan M, Holub V (2011) Steganalysis of content-adaptive steganography in spatial domain. In: Information hiding, 13th international conference, lecture notes in computer science, pp 102–117
Hamming R (1950) Error detecting and error correcting codes. Bell Syst Tech J 29(2):147–160
Hénon M (1976) A two-dimensional mapping with a strange attractor. Commun Math Phys 50(1):69–77
Huang HC, Wang FH, Pan JS (2001) Efficient and robust watermarking algorithm with vector quantisation. Electroni Lett 37(13):826–828
Johnson N, Jajodia S (1998) Steganalysis of images created using current steganography software. In: Information hiding, 2nd international workshop, lecture notes in computer science, pp 273–289
Johnson NF, Duric Z, Jajodia S, Memon N (2001) Information hiding: steganography and watermarking—attacks and countermeasures. J Electron Imaging 10(3):825–826
Kahn D (1996) The history of steganography. In: Information hiding, 1st international workshop, lecture notes in computer science, pp 1–5
Kessler G (2012) Steganography: Hiding data within data. An edited version of this paper with the title ‘’hiding data in data” appeared in April 2002 issue of windows & NET magazine. http://www.garykessler.net/library/steganography.html. Accessed 16 July
Kim JR, Moon YS (1999) A robust wavelet-based digital watermarking using level-adaptive thresholding. In: Proceedings of 5th IEEE international conference on image processing (ICIP), vol 2, pp 226–230
Lenti J (2000) Steganographic methods. Period Polytech, Electr Eng 44(3/4), 249–258
Li B, He J, Huang J, Shi YQ (2011) A survey on image steganography and steganalysis. JIH-MSP 2(2):142–172
Li X, Zhang T, Zhang Y, Li W, Li K (2012) A novel blind detector for additive noise steganography in JPEG decompressed images. Multimed Tools Appl 1–18. doi:10.1007/s11042-012-1112-2
Lorenz E (1963) Deterministic nonperiodic flow. J Atmos Sci 20(2):130–141
Luo W, Huang F, Huang J (2010) Edge adaptive image steganography based on LSB matching revisited. IEEE TIFS 5(2):201–214
May R (1976) Simple mathematical models with very complicated dynamics. Nature 261(5560):459–467
Murray J, VanRyper W (1996) Encyclopedia of graphics file formats, 2nd edn. O’Reilly Media
Nutzinger M (2012) Real-time attacks on audio steganography. JIH-MSP 3(1):47–65
Peitgen H, Jürgens H, Saupe D (2004) Chaos and Fractals: new frontiers of science. Springer-Verlag
Provos N (2001) Defending against statistical steganalysis. In: Proceedings of the 10th conference on USENIX security symposium, vol 10, pp 323–336
Reed IS, Solomon G (1960) Polynomial codes over certain finite fields. SIAM J Appl Math 8:300–304
Sabeti V, Samavi S, Shirani S (2012) An adaptive LSB matching steganography based on octonary complexity measure. Multimed Tools Appl 1–17. doi:10.1007/s11042-011-0975-y
Sallee P (2004) Model-based steganography. In: Proceedings of the 2nd international workshop on digital watermarking, lecture notes in computer science, vol 2939, pp 254–260
Schuster H, Just W (1988) Deterministic chaos. Wiley Online Library
Singh S, Siddiqui TJ, Singh HV (2011) DCT based digital data hiding in image cover. IJSS 5(1):45–49
Singh S, Siddiqui TJ (2012) A security enhanced robust steganography algorithm for data hiding. IJCSI 9(1):131–139
Westfeld A, Pfitzmann A (2000) Attacks on steganographic systems. In: Information hiding, 3rd international workshop, lecture notes in computer Science, pp 61–76
Westfeld A (2001) F5—A steganographic algorithm. In: Information hiding, 4th international workshop, lecture notes in computer science, pp 289–302 (2001)
Williams G (1997) Chaos theory tamed. CRC Press
Wu D, Tsai W (2003) A steganographic method for images by pixel-value differencing. Pattern Recogn Lett 24(9–10):1613–1626
Xiang H, Wang L, Lin H, Shi J (1999) Digital watermarking systems with chaotic sequences. In: Proceedings of the SPIE electronic imaging ’99 conference, vol 3657, pp 449–457
Yen JC (2001) Watermarks embedded in the permuted image. In: IEEE international symposium on circuits and systems (ISCAS), vol 2, pp 53–56
Zöllner J, Federrath H, Klimant H, Pfitzmann A, Piotraschke R, Westfeld A, Wicke G, Wolf G (1998) Modeling the security of steganographic systems. In: Information hiding, 2nd international workshop, lecture notes in computer science, pp 344–354
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This work of Wadood Abdul and Sanaa Ghouzali was supported by the Research Center of College of Computer and Information Sciences and the Deanship of Scientific Research, King Saud University, under grant RC120911. The authors are grateful for this support.
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Bilal, M., Imtiaz, S., Abdul, W. et al. Chaos based Zero-steganography algorithm. Multimed Tools Appl 72, 1073–1092 (2014). https://doi.org/10.1007/s11042-013-1415-y
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DOI: https://doi.org/10.1007/s11042-013-1415-y