Visual steganalysis of LSB-encoded natural images

被引:0
|
作者
Watters, PA [1 ]
Martin, F [1 ]
Stripf, HS [1 ]
机构
[1] Macquarie Univ, Postgrad Prof Dev Program, Div Inormat & Commun Sci, N Ryde, NSW 2109, Australia
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Contemporary steganographic systems encode hidden messages inside the least significant bit layers of colour natural images. The presence of these messages is difficult to detect through statistical attacks. This study examined whether humans could detect steganography in natural images using a controlled 2AFC discrimination task. nile d'> 1 was observed for colour layers 3-8, Layer 1 had a negative d'. Thus, Layer 1 embedding is highly resistant to visual attack, since observers were more likely to indicate the presence of steganography in the control image than the embedded image.
引用
收藏
页码:746 / 751
页数:6
相关论文
共 50 条
  • [1] Visual Detection of LSB-Encoded Natural Image Steganography
    Watters, Paul
    Martin, Frances
    Stripf, H. Steffen
    [J]. ACM TRANSACTIONS ON APPLIED PERCEPTION, 2008, 5 (01)
  • [2] Steganalysis of LSB matching in grayscale images
    Ker, AD
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (06) : 441 - 444
  • [3] Category attack for LSB steganalysis of JPEG images
    Lee, Kwangsoo
    Westfeld, Andreas
    Lee, Sangjin
    [J]. DIGITAL WATERMARKING, PROCEEDINGS, 2006, 4283 : 35 - 48
  • [4] Compression-based steganalysis of LSB embedded images
    Boncelet, C
    Marvel, L
    Raglin, A
    [J]. SECURITY, STEGANOGRAPHY, AND WATERMARKING OF MULTIMEDIA CONTENTS VIII, 2006, 6072
  • [5] Soft computing approach to steganalysis of LSB embedding in digital images
    Benton, R
    Chu, H
    [J]. ITRE 2005: 3RD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: RESEARCH AND EDUCATION, PROCEEDINGS, 2005, : 105 - 109
  • [6] Steganalysis for LSB matching in images with high-frequency noise
    Zhang, Jun
    Cox, Ingemar J.
    Doeerr, Gwenaeel
    [J]. 2007 IEEE NINTH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 2007, : 385 - 388
  • [7] Lossless compression-based steganalysis of LSB embedded images
    Boncelet, Charles
    Marvel, Lisa
    [J]. 2007 41ST ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS, VOLS 1 AND 2, 2007, : 923 - 923
  • [8] On steganalysis of random LSB embedding in continuous-tone images
    Dumitrescu, S
    Wu, XL
    Memon, N
    [J]. 2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2002, : 641 - 644
  • [9] A NOVEL STEGANALYSIS OF LSB MATCHING BASED ON KERNEL FDA IN GRAYSCALE IMAGES
    Hu, Lingna
    Jiang, Lingge
    He, Chen
    [J]. 2008 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND SIGNAL PROCESSING, VOLS 1 AND 2, 2007, : 556 - 559
  • [10] Feature mining and pattern classification for steganalysis of LSB matching steganography in grayscale images
    Liu, Qingzhong
    Sung, Andrew H.
    Chen, Zhongxue
    Xu, Jianyun
    [J]. PATTERN RECOGNITION, 2008, 41 (01) : 56 - 66