A reversible data hiding algorithm based on probabilistic DNA-XOR secret sharing scheme for color images

Abstract In this paper, a new data hiding method is proposed based on secret sharing scheme with the DNA exclusive or (DNA-XOR) operator for color images. The DNA-XOR secret sharing scheme uses a DNA-XOR truth table. Each input value of truth table is evaluated and according to that evaluation, highest PSNR (Peak Signal-to-Noise Ratio) value is selected for secret sharing. These selected values are embedded into cover image. Cover image is used as an encryption key in the proposed secret sharing process. In this study, the hidden data are divided into three secret shares and embedded into the red, green and blue channels of a cover image respectively. In here, the DNA-XOR operator has been firstly used as secret sharing operator in data hiding literature. Our proposed data hiding method was compared with previous methods. The comparison of these methods shows that our proposed method gives the most successful result.

[1]  Mauro Barni,et al.  DCT-based watermark recovering without resorting to the uncorrupted original image , 1997, Proceedings of International Conference on Image Processing.

[2]  Kuo-Liang Chung,et al.  A DCT/DST-based error propagation-free data hiding algorithm for HEVC intra-coded frames , 2014, J. Vis. Commun. Image Represent..

[3]  Shiguo Lian,et al.  A novel color image encryption algorithm based on DNA sequence operation and hyper-chaotic system , 2012, J. Syst. Softw..

[4]  Che-Wei Lee,et al.  A data hiding method based on information sharing via PNG images for applications of color image authentication and metadata embedding , 2013, Signal Process..

[5]  Shang-Juh Kao,et al.  A high quality image sharing with steganography and adaptive authentication scheme , 2011, J. Syst. Softw..

[6]  Javaid A. Sheikh,et al.  Data hiding in scrambled images: A new double layer security data hiding technique , 2014, Comput. Electr. Eng..

[7]  Chin-Chen Chang,et al.  An Inpainting-Assisted Reversible Steganographic Scheme Using a Histogram Shifting Mechanism , 2013, IEEE Transactions on Circuits and Systems for Video Technology.

[8]  Xiaobo Li,et al.  Probabilistic (n, n) Visual Secret Sharing Scheme for Grayscale Images , 2007, Inscrypt.

[9]  Hideki Noda,et al.  High-performance JPEG steganography using quantization index modulation in DCT domain , 2006, Pattern Recognit. Lett..

[10]  Suk Hwan Lee,et al.  DWT based coding DNA watermarking for DNA copyright protection , 2014, Inf. Sci..

[11]  Hai-Dong Yuan,et al.  Secret sharing with multi-cover adaptive steganography , 2014, Inf. Sci..

[12]  Mohamed M. Abd-Eldayem A proposed security technique based on watermarking and encryption for digital imaging and communications in medicine , 2013 .

[13]  Oliver D. King,et al.  Binary templates for comma-free DNA codes , 2007, Discret. Appl. Math..

[14]  Ingemar J. Cox,et al.  Secure spread spectrum watermarking for multimedia , 1997, IEEE Trans. Image Process..

[15]  Li-Hong Huang,et al.  A data hiding scheme using pixel value differencing and improving exploiting modification directions , 2015, Comput. Secur..

[16]  Ali N. Akansu,et al.  Data Hiding Fundamentals and Applications: Content Security in Digital Multimedia , 2004 .

[17]  Tao Xie,et al.  Breaking a novel image fusion encryption algorithm based on DNA sequence operation and hyper-chaotic system , 2014 .

[18]  Sudheer Sahu,et al.  Autonomous programmable DNA nanorobotic devices using DNAzymes , 2009, Theor. Comput. Sci..

[19]  Ingemar J. Cox,et al.  A Secure, Robust Watermark for Multimedia , 1996, Information Hiding.

[20]  Qiang Zhang,et al.  A RGB image encryption algorithm based on DNA encoding and chaos map , 2009, Comput. Electr. Eng..

[21]  Da Lin,et al.  A novel data hiding method based on deoxyribonucleic acid coding , 2013, Comput. Electr. Eng..

[22]  Gregory Kipper,et al.  Investigator's Guide to Steganography , 2003 .

[23]  Xiaojing Ma,et al.  A new robust data hiding method for H.264/AVC without intra-frame distortion drift , 2015, Neurocomputing.

[24]  Chin-Chen Chang,et al.  A DNA-based data hiding technique with low modification rates , 2012, Multimedia Tools and Applications.

[25]  Amit Phadikar,et al.  On protection of compressed image in fading channel using data hiding , 2012, Comput. Electr. Eng..

[26]  Chang-Chou Lin,et al.  Secret image sharing with steganography and authentication , 2004, J. Syst. Softw..

[27]  Chinchen Chang,et al.  REVERSIBLE DATA HIDING SCHEMES FOR DEOXYRIBONUCLEIC ACID (DNA) MEDIUM , 2007 .

[28]  Chin-Chen Chang,et al.  Sharing secrets in stego images with authentication , 2008, Pattern Recognit..

[29]  Ahmet Turan Özcerit,et al.  A new steganography algorithm based on color histograms for data embedding into raw video streams , 2009, Comput. Secur..

[30]  Hamidreza Rashidy Kanan,et al.  A novel image steganography scheme with high embedding capacity and tunable visual image quality based on a genetic algorithm , 2014, Expert Syst. Appl..

[31]  Gang Chen,et al.  Full 4-D quaternion discrete Fourier transform based watermarking for color images , 2014, Digit. Signal Process..

[32]  Ching-Nung Yang,et al.  Improvements of image sharing with steganography and authentication , 2007, J. Syst. Softw..

[33]  Viviana I. Risca DNA-BASED STEGANOGRAPHY , 2001, Cryptologia.

[34]  D. M. Hutton,et al.  Data Hiding Fundamentals and Applications: Content Security in Digital Multimedia , 2005 .

[35]  Alexander Tanchenko,et al.  Visual-PSNR measure of image quality , 2014, J. Vis. Commun. Image Represent..

[36]  Mi Zengzhen Image quality assessment in multiband DCT domain based on SSIM , 2014 .

[37]  Fei Peng,et al.  Adaptive reversible data hiding scheme based on integer transform , 2012, Signal Process..

[38]  Chin-Chen Chang,et al.  Efficient reversible data hiding for VQ-compressed images based on index mapping mechanism , 2013, Signal Process..

[39]  Abdul Hanan Abdullah,et al.  Chaos-based image encryption using a hybrid genetic algorithm and a DNA sequence , 2014 .

[40]  C. F. Osborne,et al.  A digital watermark , 1994, Proceedings of 1st International Conference on Image Processing.

[41]  Qiang Zhang,et al.  A novel image fusion encryption algorithm based on DNA sequence operation and hyper-chaotic system , 2013 .

[42]  Shih-Chieh Wei,et al.  A technique for sharing a digital image , 2015, Comput. Stand. Interfaces.

[43]  Chin-Chen Chang,et al.  A high capacity data hiding scheme for binary images based on block patterns , 2014, J. Syst. Softw..