Universal Steganalysis to Images from Normal and Forged Images

被引:0
|
作者
Yang, Xiaoyuan [1 ]
Wang, Shifeng [1 ]
Su, Guangwei [1 ]
机构
[1] Engn Coll Armed Police Force, Dept Elect Technol, Xian, Peoples R China
关键词
steganalysis; color channals; statistic corelation;
D O I
10.1109/ICICISYS.2009.5357664
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We proposed a CPMF (Combinative probability mass function) model for universal steganalysis to images from nature images and forged images, which can present statistic divergence between cover or forged image and steg image prominently. Based on the two features of images and CPMF mode, we discussed the affection of steg process and forged process on the.nature images. This model relied most on the statistic relativity of between two color channels. At last, many experiment results are given to support our theory.
引用
下载
收藏
页码:332 / 336
页数:5
相关论文
共 50 条
  • [31] Steganalysis of synthetic low-colour images
    Manoharan, Sathiamoorthy
    2012 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2012), 2012, : 784 - 788
  • [32] Steganalysis of JPEG Images with Joint Transform Features
    Khan, Zohaib
    Bin Mansoor, Atif
    ADVANCES IN IMAGE AND VIDEO TECHNOLOGY, PROCEEDINGS, 2009, 5414 : 965 - 975
  • [33] Novel Algorithms to Steganalysis of Uncompressed and Compressed Images
    Ho Thi Huong Thom
    Ho Van Canh
    Trinh Nhat Tien
    INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2009), 2009, : 87 - +
  • [34] RATE INSENSITIVE STEGANALYSIS OF ±1 EMBEDDING IN IMAGES
    Boncelet, Charles
    Marvel, Lisa
    Henz, Brian
    2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5, 2008, : 1272 - 1275
  • [35] Steganalysis of JPEG Images Using Rich Models
    Kodovsky, Jan
    Fridrich, Jessica
    MEDIA WATERMARKING, SECURITY, AND FORENSICS 2012, 2012, 8303
  • [36] Deep Residual Network for Steganalysis of Digital Images
    Boroumand, Mehdi
    Chen, Mo
    Fridrich, Jessica
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019, 14 (05) : 1181 - 1193
  • [37] Steganalysis for Calibrated and Lower Embedded Uncalibrated Images
    Shankar, Deepa D.
    Gireeshkumar, T.
    Nath, Hiran V.
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, PT II, 2011, 7077 : 294 - 301
  • [38] Feature-Based Steganalysis for JPEG Images
    Li, Zhuo
    Lu, Kuijun
    Zeng, Xianting
    Pan, Xuezeng
    ICDIP 2009: INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING, PROCEEDINGS, 2009, : 76 - 80
  • [39] Practical steganalysis of digital images - State of the art
    Fridrich, J
    Goljan, M
    SECURITY AND WATERMARKING OF MULTIMEDIA CONTENTS IV, 2002, 4675 : 1 - 13
  • [40] Efficient steganalysis of images: learning is good for anticipation
    Ziou, Djemel
    Jafari, Reza
    PATTERN ANALYSIS AND APPLICATIONS, 2014, 17 (02) : 279 - 289