Journal of Applied Sciences ›› 2014, Vol. 32 ›› Issue (4): 401-408.doi: 10.3969/j.issn.0255-8297.2014.04.010

• Signal and Information Processing • Previous Articles     Next Articles

Locating Steganographic Payload by Combining WS Residuals and MAP Cover Estimator

YAN Xiao-meng, ZHANG Tao, LI Wen-xiang, PING Xi-jian   

  1. Institute of Information System Engineering, PLA Information Engineering University,Zhengzhou 450002, China
  • Received:2013-11-03 Revised:2014-03-12 Online:2014-07-31 Published:2014-03-12

Abstract:  This paper proposes a modified method of payload location aimed at least significant bit replacement (LSB-R) by combining weighed-stego (WS) residuals with maximum a posteriori (MAP) cover estimator.We use the WS residuals to locate payloads, and take the results as a priori information to apply the modified MAP cover estimator to get more accurate cover estimates. The residuals are then computed to locate payloads. Experimental results demonstrate effectiveness of the approach in locating payloads both on JPEGdecompressed images and originally lossless stored images. Furthermore, the proposed approach is suitable for payload location with different embedding rates.

Key words: steganalysis, LSB replacement, cover estimation, payload location

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