Title: | LSB matching steganalysis based on patterns of pixel differences and random embedding |
Author: | Lerch Hostalot, Daniel Megías Jiménez, David  |
Keywords: | communication security steganalysis steganography LSB matching support vector machines |
Issue Date: | 1-Feb-2013 |
Publisher: | Elsevier Computers & Security |
Citation: | Lerch Hostalot, Daniel; Megías Jiménez, David (2013). "LSB matching steganalysis based on patterns of pixel differences and random embedding". Computers & Security, 32, 192-206. ISSN:0167-4048. |
Abstract: | This paper presents a novel method for detection of LSB matching steganography in grayscale images. This method is based on the analysis of the differences between neighboring pixels before and after random data embedding. In natural images, there is a strong correlation between adjacent pixels. This correlation is disturbed by LSB matching generating new types of correlations. The presented method generates patterns from these correlations and analyzes their variation when random data are hidden. |
Language: | English |
URI: | http://hdl.handle.net/10609/40841 |
ISSN: | 0167-4048MIAR
|
Appears in Collections: | Articles Articles
|