Image steganalysis based on predictive coding

被引:0
|
作者
Zhou, Zhi-Ping
Sun, Zi-Wen
Lin, Jia-Jun
机构
[1] School of Information Science and Engineering, East China University of Science and Technology, Shanghai 200237, China
[2] College of Communication and Control Engineering, Jiangnan University, Wuxi 214122, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Through analyzing the principle of predictive coding, a steganalysis method based on predictive coding is proposed. The predictive coding is based on the relativity between the neighboring pixels. On the contrary, steganograph will destroy the relativity between the neighboring pixels. Through computing and analysing the predictive error of cover image and steg image, it is obtained that steganograph will increase the predictive error. So the predictive error can be used to detect steganograph. The experiment shows that this method has a better ability of steganalysis.
引用
收藏
页码:870 / 873
相关论文
共 50 条
  • [31] Steganalysis of LSB Matching Based on Image Noise
    Lu, Jicang
    Liu, Fenlin
    Luo, Xiangyang
    Song, Xiaofeng
    MULTIMEDIA AND UBIQUITOUS ENGINEERING, 2014, 308 : 211 - 217
  • [32] Improvement of TND Steganalysis Based on Image Complexity
    Wang, Rangding
    Zhao, Weifeng
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 2774 - 2778
  • [33] Active steganalysis based on pixels classification in the image
    Liu, Jing
    Tang, Guang-Ming
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2012, 34 (08): : 1928 - 1933
  • [34] Predictive subband image coding with wavelet transform
    Huang, WC
    Chang, LW
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 1998, 13 (03) : 171 - 181
  • [35] Image Steganalysis Based on Deep Content Features Clustering
    Mo, Chengyu
    Liu, Fenlin
    Zhu, Ma
    Yan, Gengcong
    Qi, Baojun
    Yang, Chunfang
    CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 76 (03): : 2921 - 2936
  • [36] Steganalysis Based on Reducing the Differences of Image Statistical Characteristics
    Wang, Ran
    Niu, Shaozhang
    Ping, Xijian
    Zhang, Tao
    NINTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2017), 2018, 10615
  • [37] Image Steganalysis System optimization Based on Boundary Samples
    LiNa Wang
    MinJie Wang
    TingTing Zhu
    Qing Dou
    Journal of Harbin Institute of Technology, 2014, 21 (06) : 57 - 62
  • [38] Performance Study on Block-Based Image Steganalysis
    Cho, Seongho
    Cha, Byung-Ho
    Wang, Jingwei
    Kuo, C. -C. Jay
    2011 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2011, : 2649 - 2652
  • [39] Color Image Steganalysis Based on Residuals of Channel Differences
    Kang, Yuhan
    Liu, Fenlin
    Yang, Chunfang
    Luo, Xiangyang
    Zhang, Tingting
    CMC-COMPUTERS MATERIALS & CONTINUA, 2019, 59 (01): : 315 - 329
  • [40] CNN-Based Ternary Classification for Image Steganalysis
    Kang, Sanghoon
    Park, Hanhoon
    Park, Jong-Il
    ELECTRONICS, 2019, 8 (11)