High-performance reversible data hiding in encrypted images with adaptive Huffman code

被引:13
作者
Gao, Guangyong [1 ,2 ]
Zhang, Liping [1 ,2 ]
Lin, Yuan [1 ,2 ]
Tong, Shikun [1 ,2 ]
Yuan, Chengsheng [1 ,2 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Engn Res Ctr Digital Forens, Minist Educ, Nanjing 210044, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Sch Comp Sci, Nanjing 210044, Peoples R China
基金
中国国家自然科学基金;
关键词
Reversible data hiding; Encrypted images; Adaptive Huffman code; High payload; Good security; WATERMARKING; EXPANSION; MAP;
D O I
10.1016/j.dsp.2022.103870
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the development of cloud computing, reversible data hiding in encrypted images (RDHEI) has attracted increasing attention. In this paper, a high-performance RDHEI algorithm with Adaptive Huffman Code (RDHEI-AHC) is proposed for cloud computing. First, multi-MSB (Most Significant Bit) of each pixel is predicted by geometric correction, which takes full advantage of spatial correlation. Next, the image is encrypted by stream cipher. Adaptive Huffman code is then used to insert the auxiliary information and secret message into the encrypted image. Finally, to resist ciphertext-only attacks, the marked encrypted image must be scrambled. In comparison to most state-of-the-art RDHEI approaches, experimental results show that the RDHEI-AHC method delivers a greater embedding rate and improved security.(c) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页数:14
相关论文
共 46 条
[1]   Reversible watermark using the difference expansion of a generalized integer transform [J].
Alattar, AM .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2004, 13 (08) :1147-1156
[2]  
Bas Patrick, 2011, Information Hiding. 13th International Conference, IH 2011. Revised Selected Papers, P59, DOI 10.1007/978-3-642-24178-9_5
[3]  
Bas P., 2017, Image Database of BOWS-2, V20
[4]   Lossless generalized-LSB data embedding [J].
Celik, MU ;
Sharma, G ;
Tekalp, AM ;
Saber, E .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (02) :253-266
[5]   High-capacity reversible data hiding in encrypted images based on extended run-length coding and block-based MSB plane rearrangement [J].
Chen, Kaimeng ;
Chang, Chin-Chen .
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2019, 58 :334-344
[6]   Reversible watermarking method based on asymmetric-histogram shifting of prediction errors [J].
Chen, Xianyi ;
Sun, Xingming ;
Sun, Huiyu ;
Zhou, Zhili ;
Zhang, Jianjun .
JOURNAL OF SYSTEMS AND SOFTWARE, 2013, 86 (10) :2620-2626
[7]   Compressive Sensing Multi-Layer Residual Coefficients for Image Coding [J].
Chen, Zan ;
Hou, Xingsong ;
Shao, Ling ;
Gong, Chen ;
Qian, Xueming ;
Huang, Yuan ;
Wang, Shidong .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 30 (04) :1109-1120
[8]   2D Logistic-Sine-coupling map for image encryption [J].
Hua, Zhongyun ;
Jin, Fan ;
Xu, Binxuan ;
Huang, Hejiao .
SIGNAL PROCESSING, 2018, 149 :148-161
[9]   2D Sine Logistic modulation map for image encryption [J].
Hua, Zhongyun ;
Zhou, Yicong ;
Pun, Chi-Man ;
Chen, C. L. Philip .
INFORMATION SCIENCES, 2015, 297 :80-94
[10]   Reversible data hiding based on reducing invalid shifting of pixels in histogram shifting [J].
Jia, Yujie ;
Yin, Zhaoxia ;
Zhang, Xinpeng ;
Luo, Yonglong .
SIGNAL PROCESSING, 2019, 163 :238-246