Cao Weiquan, Han Jiesi, Wang Hongxia. Using pre-classification to attack LSB matching[J]. Journal of Image and Graphics, 2013, 18(2): 207-213. DOI: 10.11834/jig.20130212.
Most steganalysis methods for image LSB matching suffer from a drop in the performance when applied to different image databases
especially for JPEG-compressed and uncompressed covers
which is also the main restriction to prevent steganalysis from practical usage. In this paper
we specify
the JPEG compression of a bitmap by taking advantage of the quantized DCT alternating coefficients
which no longer obey the Benford's law very well. Then variations of steganalysis methods and parameter sets are exploited according to the number of channels and whether the image has been compressed before. The algorithms' performances get a great boost by the proposed working mode.