基于双域联合编码和秘密共享的密文域可逆信息隐藏

doi:10.3969/j.issn.0255-8297.2023.02.002

应用科学学报 ›› 2023, Vol. 41 ›› Issue (2): 197-217.doi: 10.3969/j.issn.0255-8297.2023.02.002

基于双域联合编码和秘密共享的密文域可逆信息隐藏

翁科, 秦健豪, 宋天然, 石慧

辽宁师范大学计算机与信息技术学院, 辽宁大连 116029

收稿日期:2022-10-25 出版日期:2023-03-31 发布日期:2023-03-29
通信作者: 石慧,副教授,研究方向为多媒体信息安全、图像处理。E-mail:shihui_jiayou@126.com E-mail:shihui_jiayou@126.com
基金资助:
国家自然科学基金项目（No.61976109,No.62006108,No.61601214）；辽宁省振兴人才计划（No.XLYC2006005）；辽宁省教育厅（No.WQ2020014）；辽宁省科研项目（No.LJKZ0963）；大连市社科院重点项目（No.2020dlsky042,No.2021dlsky027）资助

Reversible Data Hiding in Encrypted Image Based on Dual-Domain Joint Coding and Secret Sharing

WENG Ke, QIN Jianhao, SONG Tianran, SHI Hui

School of Computer and Information Technology, Liaoning Normal University, Dalian 116029, Liaoning, China

Received:2022-10-25 Online:2023-03-31 Published:2023-03-29

摘要/Abstract

摘要： 针对如何提高可逆信息隐藏算法的安全性和嵌入容量的问题，提出了一种基于双域联合编码和密码反馈秘密共享的密文域可逆信息隐藏算法。首先，对图像进行中值边缘检测器（median-edge detector,MED）预测，计算最优水平l，并将像素分成可预测像素和不可预测像素；其次，使用双域联合编码分别在像素域和比特域上压缩辅助信息，以便提供更多的可嵌入空间；再次，使用密码反馈秘密共享技术将原始图像加密生成多个加密图像，并将辅助信息和多方的秘密数据嵌入到多个加密图像中；最后，根据提取的辅助信息，100%恢复秘密数据以及原始图像。实验结果表明，该算法显著提高了嵌入容量和安全性。

关键词: 密文域可逆信息隐藏, 双域联合编码, 秘密共享, 密码反馈, 高容量, 强安全

Abstract: A reversible data hiding scheme in encrypted image (RDHEI) based on dualdomain joint coding and secret sharing is proposed to improve the security and embedding capacity. First, the image is predicted by median-edge detector (MED) and the optimal threshold l is calculated. Pixels with different prediction errors are divided into predictable and unpredictable pixels according to the threshold. Second, to enhance the embedding capacity, the dual-domain joint coding is adopted to compress the auxiliary information on the pixel domain and bit domain, respectively. Then, the original image is encrypted to generate multiple encrypted images using the secret sharing technique based on cipher feedback, where the auxiliary information and secret data from multiple parties are embedded into the encrypted images. Finally, the embedded secret data as well as the original image are perfectly recovered based on the extracted auxiliary information. Experimental results show that the algorithm significantly improves the embedding capacity and security.

Key words: reversible data hiding in encrypted image (RDHEI), dual-domain joint coding, secret sharing, cipher feedback, high capacity, strong security

中图分类号:

TP309.7

翁科, 秦健豪, 宋天然, 石慧. 基于双域联合编码和秘密共享的密文域可逆信息隐藏[J]. 应用科学学报, 2023, 41(2): 197-217.

WENG Ke, QIN Jianhao, SONG Tianran, SHI Hui. Reversible Data Hiding in Encrypted Image Based on Dual-Domain Joint Coding and Secret Sharing[J]. Journal of Applied Sciences, 2023, 41(2): 197-217.

参考文献

[1] Puech W, Chaumont M, Strauss O. A reversible data hiding method for encrypted images[C]//Security, Forensics, Steganography, and Watermarking of Multimedia Contents X, 2008, 6819:534-542.
[2] Zhang X P. Reversible data hiding in encrypted image[J]. IEEE Signal Processing Letters, 2011, 18(4):255-258.
[3] Puteaux P, Puech W. An efficient MSB prediction-based method for high-capacity reversible data hiding in encrypted images[J]. IEEE Transactions on Information Forensics and Security, 2018, 13(7):1670-1681.
[4] Wu Y Q, Xiang Y Z, Guo Y T, et al. An improved reversible data hiding in encrypted images using parametric binary tree labeling[J]. IEEE Transactions on Multimedia, 2020, 22(8):1929-1938.
[5] Chen B, Lu W, Huang J W, et al. Secret sharing based reversible data hiding in encrypted images with multiple data-hiders[J]. IEEE Transactions on Dependable and Secure Computing, 2022, 19(2):978-991.
[6] 项世军, 罗欣荣. 同态公钥加密系统的图像可逆信息隐藏算法[J]. 软件学报, 2016, 27(6):1592-1601. Xiang S J, Luo X R. Reversible data hiding in encrypted image based on homomorphic public key cryptosystem[J]. Journal of Software, 2016, 27(6):1592-1601. (in Chinese)
[7] Ke Y, Zhang M Q, Liu J, et al. Fully homomorphic encryption encapsulated difference expansion for reversible data hiding in encrypted domain[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30(8):2353-2365.
[8] Yi S, Zhou Y. Binary-block embedding for reversible data hiding in encrypted images[J]. Signal Processing, 2017, 133:40-51.
[9] Qin C, Qian X, Hong W, et al. An efficient coding scheme for reversible data hiding in encrypted image with redundancy transfer[J]. Information Sciences, 2019, 487:176-192.
[10] Ge H L, Chen Y, Qian Z X, et al. A high capacity multi-level approach for reversible data hiding in encrypted images[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2019, 29(8):2285-2295.
[11] Zhang L Y, Liu Y S, Pareschi F, et al. On the security of a class of diffusion mechanisms for image encryption[J]. IEEE Transactions on Cybernetics, 2018, 48(4):1163-1175.
[12] Qin C, Jiang C, Mo Q, et al. Reversible data hiding in encrypted image via secret sharing based on GF(p) and GF(28)[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(4):1928-1941.
[13] Wu X T, Weng J, Yan W. Adopting secret sharing for reversible data hiding in encrypted images[J]. Signal Processing, 2018, 143:269-281.
[14] Chen Y C, Hung T H, Hsieh S H, et al. A new reversible data hiding in encrypted image based on multi-secret sharing and lightweight cryptographic algorithms[J]. IEEE Transactions on Information Forensics and Security, 2019, 14(12):3332-3343.
[15] Chen F, Yuan Y, He H J, et al. Multi-MSB compression based reversible data hiding scheme in encrypted images[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31(3):905-916.
[16] Hua Z Y, Wang Y X, Yi S, et al. Reversible data hiding in encrypted images using cipherfeedback secret sharing[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(8):4968-4982.
[17] Hiary S, Jafar I, Hiary H. An efficient multi-predictor reversible data hiding algorithm based on performance evaluation of different prediction schemes[J]. Multimedia Tools and Applications, 2017, 76(2):2131-2157.
[18] Shamir A. How to share a secret[J]. Communications of the ACM, 1979, 22(11):612-613.
[19] Wang X Y, Zhang M Z. An image encryption algorithm based on new chaos and diffusion values of a truth table[J]. Information Science, 2021, 579:128-149.
[20] Wang X, Chang C C, Lin C C. High capacity reversible data hiding in encrypted images based on prediction error and block classification[J]. Multimedia Tools and Applications, 2021, 80(19):29915-29937.
[21] Xu S, Chang C C, Liu Y. A high-capacity reversible data hiding scheme for encrypted images employing vector quantization prediction[J]. Multimedia Tools and Applications, 2021, 80(5):20307-20325.
[22] Wang P, Cai B, Xu S, et al. Reversible data hiding scheme based on adjusting pixel modulation and block-wise compression for encrypted images[J]. IEEE Access, 2020(8):28902-28914.
[23] Chen B, Lu W, Huang J W, et al. Secret sharing based reversible data hiding in encrypted images with multiple data-hiders[J]. IEEE Transactions on Dependable and Secure Computing, 2022, 19(2):978-991.
[24] 吴友情, 张睿灵, 汤进, 等. 定长编码和哈夫曼编码的密文域可逆信息隐藏[J]. 中国图象图形学报, 2022, 27(1):277-288. Wu Y Q, Zhang R L, Tang J, et al. Reversible data hiding in encrypted images based on joint fixed-length coding and Huffman coding[J]. Journal of Image and Graphics, 2022, 27(1):277-288. (in Chinese)
[25] Hu W T, Yao Y, Zhou D, et al. A novel image secret sharing scheme without third-party scrambling method[J]. Mobile Networks and Applications, 2019, 24(4):1317-1335.
[26] Deshmukh M, Nain N, Ahmed M. Secret sharing scheme based on binary trees and Boolean operation[J]. Knowledge and Information Systems, 2019, 60(3):1377-1396.
[27] 秦宝堃, 郑洪英, 肖迪. 基于预测误差双重编码的大容量密文域可逆信息隐藏算法[J]. 计算机应用研究, 2022, 39(1):245-248. Qin B K, Zheng H Y, Xiao D. High-capacity reversible data hiding in encrypted images based on prediction error dual coding[J]. Application Research of Computers, 2022, 39(1):245-248. (in Chinese)

基于双域联合编码和秘密共享的密文域可逆信息隐藏

Reversible Data Hiding in Encrypted Image Based on Dual-Domain Joint Coding and Secret Sharing

PDF

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 15

编辑推荐

Metrics

本文评价

[1]	刘钊志, 赵琰. 一种图像块旋转的马赛克拼图伪装隐写[J]. 应用科学学报, 2023, 41(2): 311-325.
[2]	陈青, 夏兰婷, 卜莹. 基于两级奇异值分解的鲁棒水印算法[J]. 应用科学学报, 2020, 38(6): 966-975.
[3]	司广文, 秦川, 姚恒, 韩彦芳, 张志超. 基于纹理特征分类与合成的鲁棒无载体信息隐藏[J]. 应用科学学报, 2020, 38(3): 441-454.
[4]	高逸飞, 胡永健, 余泽琼, 林育仪, 刘琲贝. 5种流行假脸视频检测网络性能分析和比较[J]. 应用科学学报, 2019, 37(5): 590-608.
[5]	赵运营, 邵利平, 王洋, 陆海. 改进块旋转和马赛克拼图的生成式伪装方法[J]. 应用科学学报, 2019, 37(5): 673-690.
[6]	徐梦琦, 吕东辉, 任艳丽. 基于异或解密的标记视觉密码方案[J]. 应用科学学报, 2019, 37(4): 469-480.
[7]	陆海, 邵利平. 结合非直接传输和随机码本的无载体试题伪装[J]. 应用科学学报, 2018, 36(2): 331-346.
[8]	曹敏, 郑淑丽, 胡东辉, 王亮. 基于重嵌入的鲁棒可逆水印算法[J]. 应用科学学报, 2017, 35(3): 373-382.
[9]	魏巍, 和红杰, 陈帆. 基于块分类编码的电子发票图像自恢复水印算法[J]. 应用科学学报, 2016, 34(5): 490-502.
[10]	安新辰, 倪蓉蓉, 赵耀. 基于网格细分和边界自适应的三维模型可见水印[J]. 应用科学学报, 2016, 34(5): 503-514.
[11]	刘烁炜, 胡永健, 刘琲贝, 化晓茜. 利用自适应像素对匹配的图像纹理区隐写[J]. 应用科学学报, 2016, 34(5): 515-526.
[12]	张凌宇, 赵险峰. 一种基于嵌入列扩展的±1改进乘积隐写码[J]. 应用科学学报, 2016, 34(5): 575-584.
[13]	刘格, 黄方军, 李中华. 针对自适应隐写的通用隐写分析研究[J]. 应用科学学报, 2016, 34(5): 598-604.
[14]	项世军, 陈肇龙. 非因果预测和直方图平移下的可逆音频数字水印[J]. 应用科学学报, 2016, 34(5): 633-650.
[15]	杨伟伟，刘光杰，戴跃伟. 基于交叉耦合映像格子时空混沌的S盒设计[J]. 应用科学学报, 2015, 33(4): 438-448.