Active steganalysis for interpolation-error based reversible data hiding

作者：Lou Der Chyuan^*; Chou Chao Lung; Wei Hung Yuan; Huang Hui Feng

来源：Pattern Recognition Letters, 2013, 34(9): 1032-1036.

DOI：10.1016/j.patrec.2013.01.023

• Reversible data hiding
• Active steganalysis
• General Gaussian distribution
• Support vector machine

The interpolation-error based (IEB) reversible data hiding combines difference expansion and histogram-shifting techniques to embed secret data into interpolation-error histograms of a stego-image with high payload and low distortion has been proposed recently. In this paper, an active steganalysis scheme is proposed by analyzing and modeling histogram abnormality in the interpolation-error domain of sub-sampled images with the general Gaussian distribution (GGD) features. A support vector machine (SVM) classifier is trained by estimated parameters of GGD, and then a quantitative algorithm is presented to estimate the embedding length and locations. The experimental results show that the proposed active steganalysis scheme is effective in not only detecting the IEB method but also estimating its message length and embedding locations.

• 出版日期2013-7-1
• 单位长春大学; 中国人民解放军国防大学