Abstract
With the aim to ensure privacy and security of secret message, a block based dual image separable reversible data hiding algorithm in compressed as well as encrypted domain is proposed here. In the proposed algorithm, hierarchical absolute moment block truncation coding (HAMBTC) transformed every block bi into a quintuplet [(l1)i, (l2)i, (h1)i, (h2)i, bmpi] which are further accumulated into five tables; low mean tables (LT1, LT2), high mean tables (HT1, HT2) and a single bitmap sequence table BM. Firstly, low mean tables and high mean tables are encrypted using symmetric cryptosystem and then secret message is embedded into the quintuplet without occurrence of underflow and overflow problem. Experimental study revealed that for all type of test images, proposed methodology altogether beated all the compared methodologies in its ability to embed secret information and precisely recover it with maintaining the visual nature of stego images too. High payload and separable reversibility feature makes the proposed algorithm a perfect possibility for a secure framework.
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References
Abdulla AA (2019) Exploiting similarities between secret and cover images for improved embedding efficiency and security in digital steganography. Doctoral thesis University of Buckingham
Abdulla AA, Sellahewa H, Jassim SA (2019) Improving embedding efficiency for digital steganography by exploiting similarities between secret and cover images. Multimed Tools Appl 78(13):17799–17823
Alrehily A, Thayananthan V (2018) Computer security and software watermarking based on return-oriented programming. Int J Comput Netw Inf Secur 10(5)
Bhalerao S, Ansari IA, Kumar A, Jain DK (2019) A reversible and multipurpose ecg data hiding technique for telemedicine applications. Pattern Recogn Lett 125:463–473
Bhardwaj R (2018) Enhanced encrypted reversible data hiding algorithm with minimum distortion through homomorphic encryption. J Electron Imaging 27(2):023017
Bhardwaj R, Aggarwal A (2018) An improved block based joint reversible data hiding in encrypted images by symmetric cryptosystem. Pattern Recognit Lett
Carpentieri B, Castiglione A, De Santis A, Palmieri F, Pizzolante R (2018) Data hiding using compressed archives. In: Proceedings of the 2018 conference on research in adaptive and convergent systems, pp 136–142
Celik MU, Sharma G, Tekalp AM, Saber E (2005) Lossless generalized-lsb data embedding. IEEE Trans Image Process 14:253–13
Chang CC, Chen TS, Wang YK, Liu Y (2018) A reversible data hiding scheme based on absolute moment block truncation coding compression using exclusive or operator. Multimed Tools Appl 77(7):9039–9053
Chen YH, Huang HC, Lin CC (2016) Block-based reversible data hiding with multi-round estimation and difference alteration. Multimed Tools Appl 75(21):13679–13704
Chen YC, Shiu CW, Horng G (2014) Encrypted signal-based reversible data hiding with public key cryptosystem. J Visual Commun Image Represent 25:1164–6
Chi LP, Wu CH, Chang HP (2018) Reversible data hiding in dual stegano-image using an improved center folding strategy. Multimed Tools Appl 77:8785–18
Girdhar A, Kumar V (2019) A reversible and affine invariant 3d data hiding technique based on difference shifting and logistic map. J Ambient Intell Humaniz Comput 10(12):4947–4961
Hong W, Chen TS, Wu HY (2012) An improved reversible data hiding in encrypted images using side match. IEEE Signal Process Lett 19:199–3
Hong W, Ma YB, Wu HC, Chen TS (2017) An efficient reversible data hiding method for ambtc compressed images. Multimed Tools Appl 76(4):5441–5460
Huynh NT, Bharanitharan K, Chang CC, Liu Y (2018) Minima-maxima preserving data hiding algorithm for absolute moment block truncation coding compressed images. Multimed Tools Appl 77(5):5767–5783
Kim YS, Kang K, Lim DW (2015) New reversible data hiding scheme for encrypted images using lattices. Appl Math Inform Sci 9:2627
Lee CF, Huang YL (2013) Reversible data hiding scheme based on dual stegano-images using orientation combinations. Telecommun Syst 52:2237–10
Lema M, Mitchell O (1984) Absolute moment block truncation coding and its application to color images. IEEE Trans Commun 32(10):1148–1157
Liao X, Shu C (2015) Reversible data hiding in encrypted images based on absolute mean difference of multiple neighboring pixels. J Visual Commun Image Represent 28:21–6
Lin CC, Liu XL, Tai WL, Yuan SM (2015) A novel reversible data hiding scheme based on ambtc compression technique. Multimed Tools Appl 74(11):3823–3842
Lu TC, Chi LP, Wu CH, Chang HP (2017) Reversible data hiding in dual stego-images using frequency-based encoding strategy. Multimed Tools Appl 76:23903–26
Lu TC, Wu JH, Huang CC (2015) Dual-image-based reversible data hiding method using center folding strategy. Signal Process 115:195–18
Ma K, Zhang W, Zhao X, Yu N, Li F (2013) Reversible data hiding in encrypted images by reserving room before encryption. IEEE Trans Inf Forensics Secur 8:553–9
Malik A, Sikka G, Verma HK (2017) A high payload data hiding scheme based on modified ambtc technique. Multimed Tools Appl 76(12):14151–14167
Malik A, Sikka G, Verma HK (2018) An ambtc compression based data hiding scheme using pixel value adjusting strategy. Multidim Syst Sign Process 29(4):1801–1818
Mansour RF, Abdelrahim EM (2019) An evolutionary computing enriched rs attack resilient medical image steganography model for telemedicine applications. Multidim Syst Sign Process 30(2):791–814
Ni Z, Shi YQ, Ansari N, Su W (2006) Reversible data hiding. IEEE Trans Circuits Syst Video Technol 16:354–8
Ou D, Sun W (2015) High payload image steganography with minimum distortion based on absolute moment block truncation coding. Multimed Tools Appl 74(21):9117–9139
Paillier P (1999) Public-key cryptosystems based on composite degree residuosity classes. In: International conference on the theory and applications of cryptographic techniques. Springer, pp 223–15
Prabha KR, Jagadeeswari M, Nataraj B (2020) An efficient versatile fast correlation vector quantization scheme based reversible data hiding on image processing. J Ambient Intell Humaniz Comput
Puech W, Chaumont M, Strauss O (2008) A reversible data hiding method for encrypted images. In: Security, forensics, steganography, and watermarking of multimedia contents X, vol 6819, p 68191E. International society for optics and photonics
Qian Z, Zhang X, Ren Y, Feng G (2016) Block cipher based separable reversible data hiding in encrypted images. Multimed Tools Appl 75:13749–17
Shi YQ (2004) Reversible data hiding. In: Int workshop on digital watermarking. Springer, pp 1–12
Sun W, Lu ZM, Wen YC, Yu FX, Shen RJ (2013) High performance reversible data hiding for block truncation coding compressed images. SIViP 7(2):297–306
Tai WL, Chang YF (2018) Separable reversible data hiding in encrypted signals with public key cryptography. Symmetry 10:23
Tian J (2003) Reversible data embedding using a difference expansion. IEEE Trans Circuits Syst Video Technol 13:890–6
Wang Y, Gong D, Lu B, Xiang F, Liu F (2018) Exception handling-based dynamic software watermarking. IEEE Access 6:8882–8889
Wu X, Sun W (2014) High-capacity reversible data hiding in encrypted images by prediction error. Signal Process 104:387–13
Xiao B, Ying L, Huang Y (2010) Reversible data hiding using histogram shifting in small blocks. In: Communications (ICC), 2010 IEEE Int Conf on. IEEE, pp 1–6
Yao H, Qin C, Tang Z, Tian Y (2017) Improved dual-image reversible data hiding method using the selection strategy of shiftable pixels’ coordinates with minimum distortion. Signal Process 135:26–9
Yin Z, Abel A, Tang J, Zhang X, Luo B (2017) Reversible data hiding in encrypted images based on multi-level encryption and block histogram modification. Multimed Tools Appl 76(3):3899–3920
Zhang X (2011) Reversible data hiding in encrypted image. IEEE Signal Process Lett 18:255–3
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Bhardwaj, R., Niranjan, A. An improved dual image separable reversible data hiding algorithm for encrypted HAMBTC compressed images. Multimed Tools Appl 82, 3335–3362 (2023). https://doi.org/10.1007/s11042-022-13209-z
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DOI: https://doi.org/10.1007/s11042-022-13209-z