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A DCT-Based Secure JPEG Image Authentication Scheme

Authors: Mona F. M. Mursi, Ghazy M.R. Assassa, Hatim A. Aboalsamh, Khaled Alghathbar

Abstract:

The challenge in the case of image authentication is that in many cases images need to be subjected to non malicious operations like compression, so the authentication techniques need to be compression tolerant. In this paper we propose an image authentication system that is tolerant to JPEG lossy compression operations. A scheme for JPEG grey scale images is proposed based on a data embedding method that is based on a secret key and a secret mapping vector in the frequency domain. An encrypted feature vector extracted from the image DCT coefficients, is embedded redundantly, and invisibly in the marked image. On the receiver side, the feature vector from the received image is derived again and compared against the extracted watermark to verify the image authenticity. The proposed scheme is robust against JPEG compression up to a maximum compression of approximately 80%,, but sensitive to malicious attacks such as cutting and pasting.

Keywords: Authentication, DCT, JPEG, Watermarking.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1070359

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References:


[1] El-Din, S. N. and Moniri, M., "Fragile and Semi-Fragile Image Authentication Based on Image Self-Similarity", IEEE International Conference on Image Processing, Vol. 2, pp. 22-25, 2002.
[2] Friedman, G. L., "The Trustworthy Digital Camera: Restoring Credibility to the Photographic Image", IEEE Trans. Consumer Electron., Vol. 39, pp. 905-910, 1993 .
[3] Lin, C. Y. and Chang, S. F., "A Robust Image Authentication Method Distinguishing JPEG Compression from Malicious Manipulation", IEEE Trans. on Circuits and Systems of Video Technology, Vol. 11, pp.153- 168, 2001 .
[4] Sun, Q., Chang, S. F., Kurato, M. and Suto, M., "A New Semi-Fragile Image Authentication Framework Combining ECC and PKI Infrastructures", IEEE International Symposium on Circuits and Systems (ISCAS 2002), Vol. 2, pp. 440-443, 2002.
[5] Li, C. T., "Digital Fragile Watermarking Scheme for Authentication of JPEG Images", Proc. of IEE on Vision, Image and Signal Processing, Vol. 151, pp. 460-466, 2004.
[6] Lu, C. S. and Liao, H. Y. M. H. Y. Mark, "Multipurpose Watermarking for Image Authentication and Protection", IEEE Trans. Image Processing, Vol. 10, pp.1579 - 1592, 2001.
[7] Lu, Z. M., Liu, C. H., Xu, D. G. and Sun, S. H., "Semi-Fragile Image Watermarking Method Based on Index Constrained Vector Quantization", IEE Electronics Letters, Vol. 39, pp. 36-37, 2003 .
[8] Lu, Z. M., Xu, D. G. and Sun, S. H., "Multipurpose Image Watermarking Algorithm Based on Multistage Vector Quantization", IEEE Trans. on Image Processing, Vol. 14, pp. 822 - 831, 2005.
[9] Sun, R., Sun, H. and Yao, T., "A SVD- and Quantization Based Semi- Fragile Watermarking Technique for Image Authentication", IEEE International Conference on Signal Processing (ICSP 2002), Vol. 2, pp. 1592 - 1595, 2002.
[10] Zhao, Y., Campisi, P. and Kundur, D., "Dual Domain Watermarking for Authentication and Compression of Cultural Heritage Images", IEEE Trans. on Image Processing, Vol. 13, pp.430-448, 2004.
[11] Schneider, M. and Chang, S. F., "A Robust Content Based Digital Signature for Image Authentication", Proc. of IEEE Int. Conf. on Image Processing, Vol. 3, pp. 227-230, 1996.
[12] Cox, I. J., Kilian, J., Leighton, F. T. and Shamoon, T.,"Secure Spread Spectrum Watermarking for Multimedia", IEEE Trans. Image Process., Vol. 6, pp. 1673-1687, 1997.
[13] Ramkumar, M. and Akansu, Ali N., "A Robust Protocol for Proving Ownership of Multimedia Content", IEEE Trans. on Multimedia, Vol. 6, pp. 469- 478, 2004.
[14] Celik, M. U., Sharma, G., Saber, E. and Tekalp, A. M., "Hierarchical Watermarking for Secure Image Authentication with Localization", IEEE Trans. on Image Processing, Vol. 11, pp. 585 - 595, 2002.
[15] Lin, C. H. and Hsieh, W. S., "Applying Projection and B-spline to Image Authentication and Remedy", IEEE Trans. on Consumer Electronics, Vol. 49, pp. 1234-1239, 2003.
[16] Bao, P. and Ma, X., "Image Adaptive Watermarking Using Wavelet Domain Singular Value Decomposition", IEEE Trans. on Circuits and Systems for Video Technology, Vol. 15, pp. 96-102 , 2005.
[17] Zhou, X., Duan, X. and Wang, D., "A Semi-Fragile Watermark Scheme for Image Authentication", IEEE International Conference on Multimedia Modeling, pp. 374-377, 2004.
[18] Ho, C. K. and Li, C. T., "Semi-Fragile Watermarking Scheme for Authentication of JPEG Images", Proc. Of IEEE Int. Conf. on Information Technology: Coding and Computing, Vol. 1, pp. 7-11, 2004.
[19] Wu, Y., "Detecting Tampered Image Blocks Using Error Correcting Code", Proc. of IEEE Int. Conf. on Multimedia and Expo, Vol. 3, pp. 2047-2050, 2004.
[20] Li, C. T., "Digital Fragile Watermarking Scheme for Authentication of JPEG Images", Proc. of IEE on Vision, Image and Signal Processing, Vol. 151, pp. 460-466, 2004.
[21] G. L. Friedman, "The Trustworthy Digital Camera: Restoring Credibility to the Photographic Image", IEEE Trans. on Consumer Electronics, Nov.1993.
[22] M. Schneider, S-F. Chang, "A Robust Content Based Digital Signature for Image Authentication", ICIP, 1996.
[23] D. Storck, "A New Approach to Integrity of Digital Images", IFIP Conf. on Mobile Communication, 1996.
[24] M. M. Yeung, F. Mintzer, "An Invisible Watermarking Technique for Image Verification", ICIP, 1997
[25] M. D. Swanson, B. Zhu, A. H. Tewfik, "Robust Data Hiding for Images", IEEE DSP Workshop,1996.
[26] E. Koch, J. Zhao, "Towards Robust and Hidden Image Copyright Labeling", IEEE Workshop on Nonlinear Signal and Image Processing, 1995.
[27] L. Parameswaran, K. Anbumani, "Content-Based Watermarking for Image Authentication Using Independent Component Analysis", Informatica 32, 299-306, 2008.