Detection of Hidden Information in Webpage Based on Higher-Order Statistics

被引:0
|
作者
Huang, Huajun [1 ]
Tan, Junshan [1 ]
Sun, Xingming [2 ]
Liu, Lingxi [1 ]
机构
[1] Cent South Univ Forestry & Technol, Coll Comp Sci, Changsha 410004, Hunan, Peoples R China
[2] Hunan Univ, Sch Comp & Commun, Changsha 410082, Hunan, Peoples R China
来源
DIGITAL WATERMARKING | 2009年 / 5450卷
基金
中国国家自然科学基金;
关键词
steganography; steganalysis; webpage; higher-order statistics; offset;
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
Secret message can be embedded into letters in tags of a webpage in ways that are imperceptible to human eyes viewed with a browser. These messages, however, alter the inherent characteristic of the offset of a tag. This paper presents a new higher-order statistical detection algorithm for detecting of secret messages embedded in a webpage. The offset is used to build the higher-order statistical models to detect whether secret messages hide in tags. 30 homepages are randomly downloaded from different websites to test, and the results show the reliability and accuracy of the statistical characteristic. The probability of missing secret message decrease as the secret message increase, and it is zero, as 50% letters of tags are used to carry secret message.
引用
收藏
页码:293 / +
页数:3
相关论文
共 50 条
  • [1] Steganalysis of Information Hidden in Webpage Based on Higher-order Statistics
    Huang, Huajun
    Zhong, Shaohong
    Sun, Xingming
    PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON ELECTRONIC COMMERCE AND SECURITY, 2008, : 957 - +
  • [2] Speech stream detection based on higher-order statistics
    Shen, LR
    Li, XY
    Wei, W
    Zhang, RB
    Wang, HQ
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 3086 - 3089
  • [3] Interharmonic Detection and Identification based on Higher-Order Statistics
    Moreira, Mariana Geny
    Ferreira, Danton Diego
    Duque, Carlos Augusto
    PROCEEDINGS OF 2016 17TH INTERNATIONAL CONFERENCE ON HARMONICS AND QUALITY OF POWER (ICHQP), 2016, : 679 - 684
  • [4] Detection of hidden information in webpage
    Huang, Huajun
    Sun, Xingming
    Li, Zishuai
    Sun, Guang
    FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 4, PROCEEDINGS, 2007, : 317 - 320
  • [5] Signal detection with higher-order statistics
    Yang, CY
    Qu, JM
    Li, SH
    Mao, SY
    ICSP '96 - 1996 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1996, : 545 - 548
  • [6] A higher-order statistics-based approach to face detection
    Li, CM
    Li, YS
    Wu, RH
    Li, QM
    Zhuang, QD
    Zhang, Z
    Electronic Imaging and Multimedia Technology IV, 2005, 5637 : 241 - 248
  • [7] On Interference Detection Using Higher-order Statistics
    Saad, Ahmad
    Staehle, Barbara
    Chen, Yun
    PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), 2015, : 943 - 947
  • [8] Higher-order statistics
    Swami, A
    Giannakis, GB
    SIGNAL PROCESSING, 1996, 53 (2-3) : 89 - 91
  • [9] Steganographic system based on higher-order statistics
    Tzschoppe, R
    Bäuml, R
    Huber, JB
    Kaup, A
    SECURITY AND WATERMARKING OF MULTIMEDIA CONTENTS V, 2003, 5020 : 156 - 166
  • [10] Face Recognition based on Higher-Order Statistics
    da Silva Neto, J. G.
    Caldeira, J. L. M.
    Ferreira, D. D.
    IEEE LATIN AMERICA TRANSACTIONS, 2018, 16 (05) : 1508 - 1515