Lossless compression-based steganalysis of LSB embedded images

被引：1

作者：

Boncelet, Charles ^{[1
]}

Marvel, Lisa ^{[2
]}

机构：

[1] Univ Delaware, Newark, DE 19716 USA

[2] US Army, Ballist Res Lab, Aberdeen Proving Ground, MD 21005 USA

来源：

2007 41ST ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS, VOLS 1 AND 2 | 2007年

关键词：

D O I：

10.1109/CISS.2007.4298442

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A new method of steganalysis for images with embedded messages is presented. We consider two embedding methods: least significant bit (LSB) replacement and +/- 1 LSB embedding. Our method uses lossless image compression to generate statistics that are fed into a support vector machine classifier. We compare results against the pairs method, one of the best existing LSB steganalysis methods. Both our method and pairs performs well for LSB replacement. However, while pairs cannot detect +/- 1 LSB embedding at all, our method can.

引用

页码：923 / 923

页数：1

共 50 条

[1] Compression-based steganalysis of LSB embedded images
Boncelet, C
Marvel, L
Raglin, A
[J]. SECURITY, STEGANOGRAPHY, AND WATERMARKING OF MULTIMEDIA CONTENTS VIII, 2006, 6072
[2] Universal Lossless Compression-based Denoising
Su, Han-I
Weissman, Tsachy
[J]. 2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, : 1648 - 1652
[3] Compression-Based Integral Prior Classification for Improving Steganalysis
Monarev, Viktor
Duplischev, Ilja
Pestunov, Andrey
[J]. INFORMATION AND COMMUNICATIONS SECURITY, ICICS 2016, 2016, 9977 : 134 - 144
[4] Lossless compression-based progressive image transmission scheme
Hung, KL
Chang, CC
Lin, IC
[J]. IMAGING SCIENCE JOURNAL, 2004, 52 (04): : 212 - 224
[5] Steganalysis of LSB embedded images using variable threshold color pair analysis
Raja, K. B.
Shankara, N.
Venugopal, K. R.
Patnaik, L. M.
[J]. FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT SENSING AND INFORMATION PROCESSSING, PROCEEDINGS, 2006, : 11 - +
[6] Steganalysis of LSB matching in grayscale images
Ker, AD
[J]. IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (06) : 441 - 444
[7] DATA DISCOVERY USING LOSSLESS COMPRESSION-BASED SPARSE REPRESENTATION
Sabeti, Elyas
Song, Peter X. K.
Hero, Alfred O., III
[J]. 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, : 5539 - 5543
[8] Category attack for LSB steganalysis of JPEG images
Lee, Kwangsoo
Westfeld, Andreas
Lee, Sangjin
[J]. DIGITAL WATERMARKING, PROCEEDINGS, 2006, 4283 : 35 - 48
[9] Compression-based hierarchical clustering of SAR images
Cerra, Daniele
Datcu, Mihai
[J]. REMOTE SENSING LETTERS, 2010, 1 (03) : 141 - 147
[10] StegoHunter: Steganalysis of LSB Embedded Images based on Stego-Sensitive Threshold Close Color Pair Signature
Geetha, S.
Sindhu, Siva S. Sivatha
Renganathan, R.
Raman, P. Janaki
Kamraj, N.
[J]. SIXTH INDIAN CONFERENCE ON COMPUTER VISION, GRAPHICS & IMAGE PROCESSING ICVGIP 2008, 2008, : 281 - +

← 1 2 3 4 5 →