Abstract
In this paper, a new data hiding scheme using a mixture of adaptive pixel value differencing (PVD) and least significant bit substitution (LSB) is proposed for increasing the data hiding capacity. The scheme is a generalization of Jung (J Real-Time Image Proc. 14:127–36, 2018) which is the first work to use PVD and LSB methods simultaneously on a single image. However, the PVD used by Jung (J Real-Time Image Proc. 14:127–36, 2018) is not an adaptive method means it does not consider the vertical and diagonal edges of the image for hiding the secret data. In the proposed scheme, the vertical and diagonal edges in addition to horizontal edges are used for hiding the secret data so that a large amount of secret data is hidden without any perceived change. Experimental results show that the performance of the proposed scheme is superior to the existing schemes in terms of both data hiding capacity and image quality. Moreover, it is very simple as it does not require much computation for embedding the secret data.
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References
Alrehily A, Thayananthan V (2018) Computer Security and Software Watermarking Based on Return-oriented Programming. Int J Comput Netw Inf Secur 10(5):28–36
Baluja S. “Hiding Images in Plain Sight: Deep Steganography,” Adv Neural Inf Proces Syst 30 (NIPS 2017), 2017.
Bender W, Morimoto N, Lu A (1996) Techniques for data hiding. IBM Syst J 35(3/4):313–336
Chan CK, Cheng LM (2004) Hiding data in images by simple LSB substitution. Pattern Recogn 37:469–474
Das SK, Dhara BC (2018) An LSB based novel data hiding method using extended LBP. Multimed Tools Appl 77(12):15321–15351
Jung KH (2018) Data s capacity using mixed PVD and LSB on bit plane. J Real-Time Image Proc 14(1):127–136
Kumar R, Chand S, Singh S (2018) A reversible data hiding scheme using pixel location. Int Arab J Inf Technol 15(4):763–768
Kumar R, Chand S, Singh S (2018) An improved histogram-shifting-imitated reversible data hiding based on HVS characteristics. Multimed Tools Appl 77(11):13445–13457
Lee YP, Lee JC, Chen WK, Chang KC, Su IJ, Chang CP (2012) High-payload image hiding with quality recovery using triway pixel-value differencing. Inf Sci 191:214–225
Lin CC (2011) An information hiding scheme with minimal image distortion. Comput Stand Interf 33:477–484
Malik A, Sikka G, Verma HK (2015) A modified pixel-value differencing image Steganographic scheme with least significant bit substitution method. Int J Image Graph Signal Proc (IJIGSP) 7(4):68–74
Malik A, Singh S, Kumar R (2018) Recovery based high capacity reversible data hiding scheme using even-odd embedding. Multimed Tools Appl 77(12):15803–15827
Meng R, Rice SG, Wang J, Sun X (2018) A fusion Steganographic algorithm based on faster R-CNN. Comput Mater Continua 55(1):1–16
Ni Z, Shi YQ, Ansari N, Su W (2006) Reversible data hiding. IEEE Trans Circuits Syst Video Technol 16(3):354–362
Pizzolante R, Castiglione A, Carpentieri B, Santis AD, Palmieri F, Castiglione A “On the protection of consumer genomic data in the internet of living things,” Comput Secur, vol. 74, 2017.
Pradhan A, Sekhar KR, and Swain G “Adaptive PVD steganography using horizontal, vertical, and diagonal edges in six-pixel blocks,” Secur Commun Netw, pp. 1–13, 2017. https://doi.org/10.1155/2017/1924618
Prema C, Manimegalai D (2014) Adaptive color image steganography using intra color pixel value differencing. Aust J Basic Appl Sci 8:161–167
Satir I, Rabah K (2004) Steganography-the art of hiding data. Inf Technol J 3(3):245–269
Shen S, Huang L, Tian Q (2015) A novel data hiding for color images based on pixel value difference and modulus function. Multimed Tools Appl 74(3):707–728
Swain G (2016) Adaptive pixel value differencing steganography using both vertical and horizontal edges. Multimed Tools Appl 75(21):13541–13556
The USC-SIPI Image Database, http://sipi.usc.edu/database/ (Access Nov 2018)
Tian J (2003) Reversible data embedding using a difference expansion. IEEE Trans Circuits Syst Video Technol 13(8):890–896
Wang Y, Gong D, Lu B, Xiang F, Liu F (2018) Exception handling-based dynamic software watermarking. IEEE Access:8882–8889
Wu NI, Hwang MS (2017) A novel LSB data hiding scheme with the lowest distortion. Imaging Sci J 65(6):371–378
Wu DC, Tsai WH (2003) A steganographic method for images by pixel-value differencing. Pattern Recogn Lett 24:1613–1626
Xu WL, Chang CC, Chen TS, Wang LM (2016) An improved least-significant-bit substitution method using the modulo three strategy. Displays 42:36–42
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Singh, S. Adaptive PVD and LSB based high capacity data hiding scheme. Multimed Tools Appl 79, 18815–18837 (2020). https://doi.org/10.1007/s11042-020-08745-5
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DOI: https://doi.org/10.1007/s11042-020-08745-5