Enhanced Embedding Capacity for Data Hiding Approach Based on Pixel Value Differencing and Pixel Shifting Technology

被引:4
|
作者
Huang, Cheng-Ta [1 ,2 ]
Shongwe, Njabulo Sinethemba [2 ]
Weng, Chi-Yao [3 ]
机构
[1] Yuan Ze Univ, Dept Informat Management, Taoyuan 320, Taiwan
[2] Yuan Ze Univ, Int Bachelor Program Informat, Taoyuan 320, Taiwan
[3] Natl Pingtung Univ, Dept Comp Sci & Artificial Intelligence, Pingtung 900, Taiwan
关键词
data hiding; pixel value differencing; pixel shifting; secure analysis; REVERSIBLE WATERMARKING; STEGANOGRAPHIC METHOD; IMAGE STEGANOGRAPHY; BINARY IMAGES; AUTHENTICATION; PVD;
D O I
10.3390/electronics12051200
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 algorithms can achieve the issue of information security when secret data are transmitted via the public network. This paper proposes a novel data-hiding scheme based on pixel value differencing and pixel shifting to increase embedding capacity and visual quality. In the proposed method, the cover image is first divided into nonoverlapping blocks, and eight groups of different values are generated with the center pixel as the reference pixel to embed the secret message. The pixel shifting strategy is applied to adjust the stego image to improve its quality. Experimental results show that the proposed method has an embedding capacity of 740,000 bits with a peak signal-to-noise ratio value greater than 35 dB. Therefore, it is undetected by the human eye. Other compared state-of-the-art schemes have embedding capacities of 51,219 bits, 70,217 bits, and 104,055 bits, which are lower than the proposed methods' 740,000 bits. The RS, chi-square, and rotation attack analyses prove that the proposed method can withstand security attacks. Thus, the proposed method performs better than other state-of-the-art methods with respect to embedding capacity and ability to withstand attacks.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Enhanced pixel value differencing with cryptography algorithm
    Rahim, Robbi
    Kurniasih, Nuning
    Handayanna, Frisma
    Dewi, Linda Sari
    Sihombing, Erene Gernaria
    Arisawati, Ester
    Rinawati, R.
    Windarto, Agus Perdana
    Ambarsari, Erlin Windia
    Sriadhi, S.
    Sulistiyowati, Indah
    3RD ANNUAL APPLIED SCIENCE AND ENGINEERING CONFERENCE (AASEC 2018), 2018, 197
  • [32] A generalized pixel value ordering data hiding with adaptive embedding capability
    Chin-Feng Lee
    Jau-Ji Shen
    Somya Agrawal
    Yu-Ju Tseng
    Yu-Chi Kao
    The Journal of Supercomputing, 2020, 76 : 2683 - 2714
  • [33] A generalized pixel value ordering data hiding with adaptive embedding capability
    Lee, Chin-Feng
    Shen, Jau-Ji
    Agrawal, Somya
    Tseng, Yu-Ju
    Kao, Yu-Chi
    JOURNAL OF SUPERCOMPUTING, 2020, 76 (04): : 2683 - 2714
  • [34] A data hiding scheme using pixel value differencing and improving exploiting modification directions
    Shen, Shu-Yuan
    Huang, Li-Hong
    COMPUTERS & SECURITY, 2015, 48 : 131 - 141
  • [35] Exploring LSB substitution and pixel-value differencing for block-based adaptive data hiding
    Tsai, Yuan-Yu
    Chen, Jian-Ting
    Chan, Chi-Shiang
    International Journal of Network Security, 2014, 16 (05) : 363 - 368
  • [36] A Block Based Data Hiding Method in Images Using Pixel Value Differencing and LSB Substitution Method
    Mahjabin, Tasnuva
    Hossain, Syed Monowar
    Haque, Md. Shariful
    2012 15TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT), 2012, : 168 - 172
  • [37] DATA HIDING TECHNIQUE FOR COLOR IMAGES USING PIXEL VALUE DIFFERENCING AND CHAOTIC MAP
    Yassin, Nisreen I. R.
    JORDANIAN JOURNAL OF COMPUTERS AND INFORMATION TECHNOLOGY, 2022, 8 (03): : 242 - 255
  • [38] A data hiding scheme using the varieties of pixel-value differencing in multimedia images
    Yang, Cheng-Hsing
    Weng, Chi-Yao
    Tso, Hao-Kuan
    Wang, Shiuh-Jeng
    JOURNAL OF SYSTEMS AND SOFTWARE, 2011, 84 (04) : 669 - 678
  • [39] High-capacity reversible data hiding in encrypted images based on pixel-value-ordering and histogram shifting
    Wang, Yaomin
    Xiong, Gangqiang
    He, Wenguang
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 211
  • [40] A Novel Data Hiding Method for Grayscale Images Based on Pixel-Value Differencing and Modulus Function
    Wu, Nan-I
    Fu, Kuo-Chien
    Wang, Chung-Ming
    JOURNAL OF INTERNET TECHNOLOGY, 2010, 11 (07): : 1071 - 1081