Reversible Data Hiding in Encrypted Images using Chunk Encryption and Redundancy Matrix Representation

被引:41
作者
Liu, Zi-Long [1 ]
Pun, Chi-Man [1 ]
机构
[1] Univ Macau, Dept Comp & Informat Sci, Taipa 999078, Macau, Peoples R China
关键词
Encryption; Data mining; Redundancy; Prediction algorithms; Classification algorithms; Histograms; Reversible data hiding; encrypted image; chunk encryption; redundancy matrix representation;
D O I
10.1109/TDSC.2020.3011838
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
For reversible data hiding in encrypted images (RDHEI), the private information in the original image content is protected and the embedded secret data can be used to manage the encrypted image. Up to now, many RDHEI algorithms have been reported, however, these reported RDHEI algorithms cannot achieve a high embedding capacity. Therefore, this article proposes a new RDHEI scheme, which will have improved performance. The main contributions of the proposed scheme include two points: chunk encryption (CE) and redundancy matrix representation (RMR). First, different from the encryption method of pixel-by-pixel encryption used in the previous RDHEI algorithms, CE is the method that uses the traditional exclusive-or (XOR) method to encrypt the original image in chunks. By using the CE method, redundancy will be retained in the encrypted chunks. Second, the RMR method is designed to generate available room for accommodating secret data in redundancy matrices, which are existed in some encrypted chunks. Experimental results show that the proposed scheme achieves a high embedding capacity and the directly decrypted images retain high quality.
引用
收藏
页码:1382 / 1394
页数:13
相关论文
共 32 条
  • [1] Reversible watermark using the difference expansion of a generalized integer transform
    Alattar, AM
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2004, 13 (08) : 1147 - 1156
  • [2] Barton J. M., 1997, US Patent, Patent No. 5646997
  • [3] Bloom J., 2007, DIGITAL WATERMARKING
  • [4] High Capacity Reversible Data Hiding in Encrypted Images by Patch-Level Sparse Representation
    Cao, Xiaochun
    Du, Ling
    Wei, Xingxing
    Meng, Dan
    Guo, Xiaojie
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2016, 46 (05) : 1132 - 1143
  • [5] Lossless generalized-LSB data embedding
    Celik, MU
    Sharma, G
    Tekalp, AM
    Saber, E
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (02) : 253 - 266
  • [6] Improved Embedding for Prediction-Based Reversible Watermarking
    Coltuc, Dinu
    [J]. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2011, 6 (03) : 873 - 882
  • [7] Lossless data embedding for all image formats
    Fridrich, J
    Goljan, M
    Du, R
    [J]. SECURITY AND WATERMARKING OF MULTIMEDIA CONTENTS IV, 2002, 4675 : 572 - 583
  • [8] Invertible authentication
    Fridrich, J
    Gojan, M
    Du, R
    [J]. SECURITY AND WATERMARKING OF MULTIMEDIA CONTENTS III, 2001, 4314 : 197 - 208
  • [9] Reversible data hiding using Delaunay triangulation and selective embedment
    Hong, Wien
    Chen, Tung-Shou
    Chen, Jeanne
    [J]. INFORMATION SCIENCES, 2015, 308 : 140 - 154
  • [10] An Improved Reversible Data Hiding in Encrypted Images Using Side Match
    Hong, Wien
    Chen, Tung-Shou
    Wu, Han-Yan
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2012, 19 (04) : 199 - 202