An embedding strategy on fusing multiple image features for data hiding in multiple images

被引:11
作者
Yang, Junxue [1 ]
Liao, Xin [1 ,2 ]
机构
[1] Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Peoples R China
[2] Chinese Acad Sci, State Key Lab Informat Secur, Inst Informat Engn, Beijing 100093, Peoples R China
基金
中国国家自然科学基金;
关键词
Multiple images steganography; Embedding strategy; Multiple image features; Image complexity; Steganographic capacity; STEGANOGRAPHY; STEGANALYSIS;
D O I
10.1016/j.jvcir.2020.102822
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data hiding in multiple images has been a significant research direction in information security. How to reasonably design the embedding strategy to spread the payload among multiple images is still an open issue. In this paper, we propose an embedding strategy on fusing multiple features. We utilize the typical characteristic parameters of gray level co-occurrence matrix, the image entropy and the shape parameter to describe image complexity. Furthermore, we combine with the number of cover images, the number of cover images assigned to steganographer and the size of cover image to estimate the steganographic capacity of each image. The strategy is implemented together with some state-of-the-art single image steganographic algorithms. Experimental results demonstrate that the security performance of the proposed strategy is higher than that of the state-of-the-art embedding strategy against the blind universal pooled steganalysis. (c) 2020 Elsevier Inc. All rights reserved.
引用
收藏
页数:6
相关论文
共 29 条
  • [11] Universal distortion function for steganography in an arbitrary domain
    Holub, Vojtech
    Fridrich, Jessica
    Denemark, Tomas
    [J]. EURASIP JOURNAL ON INFORMATION SECURITY, 2014, 2014 (01)
  • [12] Holub V, 2012, IEEE INT WORKS INFOR, P234, DOI 10.1109/WIFS.2012.6412655
  • [13] Ker A., 2008, P INT C SEC FOR STEG, P401
  • [14] Ker A., 2013, IH MMSEC MOVING STEG, P45, DOI DOI 10.1145/2482513.2482965
  • [15] Ker A.D., 2012, P INT C MED WAT SEC, P1
  • [16] Ker AD, 2012, MMSec, Batch steganography in the real world, P1
  • [17] Ker AD, 2007, LECT NOTES COMPUT SC, V4437, P265
  • [18] A capacity result for batch steganography
    Ker, Andrew D.
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2007, 14 (08) : 525 - 528
  • [19] Ker AD, 2008, MM&SEC'08: PROCEEDINGS OF THE MULTIMEDIA & SECURITY WORKSHOP 2008, P107, DOI 10.1145/1411328.1411349
  • [20] A New Payload Partition Strategy in Color Image Steganography
    Liao, Xin
    Yu, Yingbo
    Li, Bin
    Li, Zhongpeng
    Qin, Zheng
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 30 (03) : 685 - 696