Abstract
To improve the security and the quality of decrypted image, this work proposes a reversible data hiding in encrypted image based on block classification scrambling. In image encryption phase, all 8 × 8 blocks are firstly classified into the smooth blocks and texture ones and the corresponding block-type matrix is generated according to their most significant bits (MSB). And then the XOR-encrypted smooth and texture blocks are scrambled by the encryption key, respectively. At last, the encrypted image is generated by scanning the scrambled smooth and texture blocks in order. The risk of content disclosure of encrypted image obtained by the proposed method is reduced since the value and location of each pixel are both protected. Experimental results demonstrate that the probability for lossless recovery of proposed method is 100% even if for texture image Baboon at a high embedding rate of 0.15 bpp.
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References
Xia, Z., Wang, X., Zhang, L., Qin, Z., Sun, X., Ren, K.: A privacy-preserving and copy-deterrence content-based image retrieval scheme in cloud computing. IEEE Trans. Inf. Forensics Secur. 11(11), 2594–2608 (2016)
Fu, Z., Wu, X., Guan, C., Sun, X., Ren, K.: Toward efficient multi-keyword fuzzy search over encrypted outsourced data with accuracy improvement. IEEE Trans. Inf. Forensics Secur. 11(12), 2706–2716 (2016)
Kong, Y., Zhang, M., Ye, D.: A belief propagation-based method for task allocation in open and dynamic cloud environments. Knowl.-Based Syst. 115, 123–132 (2016)
Liu, Q., Cai, W., Shen, J., Fu, Z., Liu, X., Linge, N.: A speculative approach to spatial-temporal efficiency with multi-objective optimization in a heterogeneous cloud environment. Secur. Commun. Netw. 9(17), 4002–4012 (2016)
Xia, Z., Xiong, N., Vasilakos, A.V., Sun, X.: EPCBIR: an efficient and privacy-preserving content-based image retrieval scheme in cloud computing. Inf. Sci. 387, 195–204 (2017)
Xia, Z., Zhu, Y., Sun, X., Qin, Z., Ren, K.: Towards privacy-preserving content-based image retrieval in cloud computing. IEEE Trans. Cloud Comput. (2015). doi:10.1109/TCC.2015.2491933
Fu, Z., Ren, K., Shu, J., Sun, X., Huang, F.: Enabling personalized search over encrypted outsourced data with efficiency improvement. IEEE Trans. Parallel Distrib. Syst. 27(9), 2546–2559 (2016)
Xia, Z., Wang, X., Sun, X., Wang, Q.: A secure and dynamic multi-keyword ranked search scheme over encrypted cloud data. IEEE Trans. Parallel Distrib. Syst. 27(2), 340–352 (2015)
Yu, Y., MH, Au, Ateniese, G., Huang, X., Susilo, W., et al.: Identity-based remote data integrity checking with perfect data privacy preserving for cloud storage. IEEE Trans. Inf. Forensics Secur. 12(4), 767–778 (2017)
Zhang, W., Wang, H., Hou, D., Yu, N.: Reversible data hiding in encrypted images by reversible image transformation. IEEE Trans. Multimed. 18(8), 1469 (2016)
Zhang, X., Long, J., Wang, Z., Cheng, H.: Lossless and reversible data hiding in encrypted images with public key cryptography. IEEE Trans. Circuits Syst. Video Technol. 26(9), 1622–1631 (2016)
Xian, S., Lou, X.: Reversible data hiding in encrypted image based on homomorphic public key cryptosystem. J. Softw. 27(6), 1592–1601 (2016)
Zhang, M., Ke, Y., Su, T.: Steganography in encrypted domain based on LWE. J. Electron. Inf. Technol. 38(2), 354–360 (2016)
Ke, Y., Zhang, M., Su, T.: A novel multiple bits reversible data hiding in encrypted domain based on R-LWE. J. Comput. Res. Dev. 53(10), 2307–2322 (2016)
Zhang, X.: Reversible data hiding in encrypted image. IEEE Signal Process. Lett. 18(4), 255–258 (2011)
Hong, W., Chen, T., Wu, H.: An improved reversible data hiding in encrypted images using side match. IEEE Signal Process. Lett. 19(4), 199–202 (2012)
Liao, X., Shu, C.: Reversible data hiding in encrypted images based on absolute mean difference of neighboring pixels. J. Vis. Commun. Image Represent. 28, 21–27 (2015)
Qian, C., Zhang, X.: Effective reversible data hiding in encrypted image with privacy protection for image content. J. Vis. Commun. Image Represent. 31, 154–164 (2015)
Ma, K., Zhang, W., Zhao, X., et al.: Reversible data hiding in encrypted images by reserving room before encryption. IEEE Trans. Inf. Forensics Secur. 8(3), 553–562 (2013)
Xu, D., Wang, R.: Separable and error-free reversible data hiding in encrypted images. Signal Process. 123, 9–21 (2016)
Nguyen, T., Chang, C., Chang, W.: High capacity reversible data hiding scheme for encrypted images. Signal Process.: Image Commun. 44, 84–91 (2016)
Zhang, X.: Separable reversible data hiding in encrypted image. IEEE Trans. Inf. Forensics Secur. 7(2), 826–832 (2012)
Wu, X., Sun, W.: High-capacity reversible data hiding in encrypted images by prediction error. Signal Process. 104, 387–400 (2014)
Huang, F., Huang, J., Shi, Y.: New framework for reversible data hiding in encrypted domain. IEEE Trans. Inf. Forensics Secur. 11(12), 2777–2789 (2016)
Chen, F., He, H., Huo, Y.: Self-embedding watermarking scheme against JPEG compression with superior imperceptibility. Multimed. Tools Appl. (2016). doi:10.1007/s11042-016-3574-0
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The research is supported by the National Natural Science Foundation of China (61373180, U1536110).
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Chen, F., He, H., Ma, T., Yan, S. (2017). Reversible Data Hiding in Encrypted Image Based on Block Classification Scrambling. In: Sun, X., Chao, HC., You, X., Bertino, E. (eds) Cloud Computing and Security. ICCCS 2017. Lecture Notes in Computer Science(), vol 10603. Springer, Cham. https://doi.org/10.1007/978-3-319-68542-7_14
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DOI: https://doi.org/10.1007/978-3-319-68542-7_14
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