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A Review on Steganalysis Techniques: From Image Format Point of View

by Sherif M Badr, Goada Ismaial, Ashgan H. Khalil
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 102 - Number 4
Year of Publication: 2014
Authors: Sherif M Badr, Goada Ismaial, Ashgan H. Khalil
10.5120/17802-8617

Sherif M Badr, Goada Ismaial, Ashgan H. Khalil . A Review on Steganalysis Techniques: From Image Format Point of View. International Journal of Computer Applications. 102, 4 ( September 2014), 11-19. DOI=10.5120/17802-8617

@article{ 10.5120/17802-8617,
author = { Sherif M Badr, Goada Ismaial, Ashgan H. Khalil },
title = { A Review on Steganalysis Techniques: From Image Format Point of View },
journal = { International Journal of Computer Applications },
issue_date = { September 2014 },
volume = { 102 },
number = { 4 },
month = { September },
year = { 2014 },
issn = { 0975-8887 },
pages = { 11-19 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume102/number4/17802-8617/ },
doi = { 10.5120/17802-8617 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:32:14.180738+05:30
%A Sherif M Badr
%A Goada Ismaial
%A Ashgan H. Khalil
%T A Review on Steganalysis Techniques: From Image Format Point of View
%J International Journal of Computer Applications
%@ 0975-8887
%V 102
%N 4
%P 11-19
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Steganalysis is the art and science of detecting the embedded message in a multimedia document, this document may be text, image, audio or video. Many studies focus on review the steganalysis algorithm based on steganography and steganalysis classification. This paper will review the image steganalysis techniques based on image type format classification, from image format point of view, focusing on the main and the most commonly used format JPEG, BMP, GIF and PNG.

References
  1. Manveer Kaur1, Gagandeep Kaur2, 2014," Review of Various Steganalysis Techniques", International Journal of Computer Science and Information Technologies, Vol. 5 (2).
  2. Natarajan Meghanathan, Lopamudra Nayak, January 2010, "STEGANALYSIS ALGORITHMS FOR DETECTING THE HIDDEN INFORMATION IN IMAGE, AUDIO AND VIDEO COVER MEDIA", International Journal of Network Security & Its Application (IJNSA).
  3. Dr. P. Sujatha, Dr. S. Purushothaman, P. Rajeswari, January 2014, "Computational Complexity Evaluation of ANN Algorithms for Image Steganalysis", International Journal of Latest Trends in Engineering and Technology (IJLTET), Vol. 3 Issue 3.
  4. Manu Devi, Ms. Nidhi Sharma, August, 2013, "Improvements of Steganography Parameter in Binary Images and JPEG Images against Steganalysis", INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY.
  5. Krati vyas1, B. L. Pal, January 2014 , "A PROPOSED METHOD IN IMAGE STEGANOGRAPHY TO IMPROVE IMAGE QUALITY WITH LSB TECHNIQUE", International Journal of Advanced Research in Computer and Communication Engineering, Vol. 3, Issue 1.
  6. Dr. Monisha Sharma and Mrs. Swagota Bera, June 2012, "A REVIEW ON BLIND STILL IMAGE STEGANALYSIS TECHNIQUES USING FEATURES EXTRACTION AND PATTERN CLASSIFICATION METHOD. " International Journal of Computer Science, Engineering and Information Technology (IJCSEIT).
  7. R. Poornima1 and R. J. Iswarya, February 2013, "AN OVERVIEW OF DIGITAL IMAGE STEGANOGRAPHY", International Journal of Computer Science & Engineering Survey (IJCSES). Vol. 4, No. 1.
  8. MAHENDRA KUMAR, 2011, "STEGANOGRAPHY AND STEGANALYSIS OF JOINT PICTURE EXPERT GROUP (JPEG) IMAGES", DOCTOR OF PHILOSOPHY DISSERTATION, UNIVERSITY OF FLORIDA.
  9. Bin Li, Junhui He, Jiwu Huang, Yun Qing Shi, April 2011, "A Survey on Image Steganography and Steganalysis", Journal of Information Hiding and Multimedia Signal Processing, Ubiquitous International Volume 2, Number 2.
  10. Zhuang Zhang, Donghui Hu, Yang Yang, Bin Su, 2013, "A Universal Digital Image Steganalysis Method based on Sparse Representation", Ninth International Conference on Computational Intelligence and Security.
  11. Qingzhong Liu, Andrew H. Sung, Mengyu Qiao, Zhongxue Chen, Bernardete Ribeiro, 2010 "An improved approach to steganalysis of JPEG images", Information Sciences 180, 1643–1655, EL SEVIER,
  12. N. V. S. Sree Rathna Lakshmi, May 15, 2014, "A Novel Steganalytic Algorithm based on III Level DWT with Energy as Feature", Research Journal of Applied Sciences, Engineering and Technology, Maxwell Scientific Organization.
  13. Seongho Cho, Byung-Ho Cha, Martin Gawecki, C. -C. Jay Kuo, 2013, "Block-based image steganalysis: Algorithm and performance evaluation", J. Vis. Commun. Image R. , ELSEVIER.
  14. Mansour Sheikhan, M. Shahram Moin, Mansoureh Pezhmanpour, 2010, "Blind Image Steganalysis via Joint Co-occurrence Matrix and Statistical Moments of Contourlet Transform", 10th International Conference on Intelligent Systems Design and Applications, IEEE.
  15. Han Zong, Fen-lin Liu, Xiang-yang Luo, 2012, "Blind image steganalysis based on wavelet coefficient correlation", Digital Investigation.
  16. Souvik Bhattacharyya, Gautam Sanyal, AUGUST 2011, "Steganalysis of LSB Image Steganography using Multiple Regression and Auto Regressive (AR) Model, Int. J. Comp. Tech. Appl (IJCTA), vol 2.
  17. Tao Zhang, Wenxiang Li, Yan Zhang, Ergong Zheng, Xijian Ping, 2010, "Steganalysis of LSB matching based on statistical modeling of pixel difference distributions", Information Sciences, Elsevier Inc.
  18. Zhihua XIA, Lincong YANG, Xingming SUN, Wei LIANG, Decai SUN, Zhiqiang RUAN, APRIL 2011, "A Learning-Based Steganalytic Method against LSB Matching Steganography", RADIOENGINEERI, VOL. 20, NO. 1.
  19. Anjani Kumar Verma, June 2014, "A Non- Blind Steganalysis Through Neural Network Approach", International Journal of Multidisciplinary Consortium, Volume 1, Issue 1.
  20. H. B. Kekre, A. A. Athawale, S. A. Patki, 2011, "Steganalysis of LSB Embedded Images Using Gray Level Co-Occurrence Matrix", International Journal of Image Processing (IJIP), Volume (5), Issue (1).
  21. Anuj Kumar and Shivani Khurana, March 2014 , "Steganalysis Technique on Gray scale Image by Varying Message Length using Adaptive Histogram Equalization Attack", International Journal of Computer Applications, Volume 90.
  22. Sunaina Verma,Sandeep Sood, Sukhjeet Kaur Ranade, February 2014," Relevance of Steganalysis using DIH on LSB Steganography", International Journal of Advanced Research in Computer Science and Software Engineering, Volume 4, Issue 2.
  23. Hossein Malekmohamadi, Shahrokh Ghaemmaghami, 2009, "STEGANALYSIS OF LSB BASED IMAGE STEGANOGRAPHY USING SPATIAL AND FREQUENCY DOMAIN FEATURES", IEEE.
  24. H. B. Kekre, A. A. Athawale, S. A. Patki, Feb 2011, "IMPROVED STEGANALYSIS OF LSB EMBEDDED COLOR IMAGES BASED ON STEGO-SENSITIVE THRESHOLD CLOSE COLOR PAIR SIGNATURE", International Journal of Engineering Science and Technology (IJEST), Vol. 3 No. 2.
  25. Ziwen Sun, Maomao Hui, Chao Guan, 2008, "Steganalysis Based on Co-occurrence Matrix of Differential Image", International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IEEE computer society, IEEE.
  26. Saeid Fazli, Maryam Zolfaghari-Nejad, March 2012, "A New Steganalysis Method for Steganographic Images on DWT Domain", International Journal of Science and Engineering Investigations, vol. 1, issue 2.
  27. Sedighe Ghanbari, Manije Keshtegary, Najme ghanbari, March 2012, "New Steganalysis Method using Glcm and Neural Network", International Journal of Computer Applications, Volume 42– No. 7.
  28. H B Kekre, A A Athawale, S A Patki, 2011, "Improved Steganalysis of LSB Matching Steganography Based on Counting Alteration Rate of the Number of Neighborhood Gray Levels", International Conference and Workshop on Emerging Trends in Technology (ICWET) – TCET, Mumbai, India.
  29. Rui Gong, HongxiaWang, 2012, "Steganalysis for GIF images based on colors-gradient co-occurrence matrix", Optics Communication, ELSVIER.
  30. Hong Zhao, Hongxia Wang, Muhammad Khurram Khan, 2011,"Steganalysis for palette-based images using generalized difference image and color correlogram", ELSEVIER, Signal Processing.
  31. P. Thiyagarajan, G. Aghila, V. Prasanna Venkatesan, December 2011, "STEGANALYSIS USING COLOUR MODEL CONVERSION", Signal & Image Processing: An International Journal (SIPIJ), Vol. 2, No. 4.
Index Terms

Computer Science
Information Sciences

Keywords

Steganalysis Multimedia documents Image format frequency domain steganalysis spatial domain steganalysis

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