Statistical Modeling of DCT Coefficients and Detector Performance in Terms of Receiver Operation Characteristic Curves[J]. Journal of Image and Graphics, 2009, 14(9): 1782. DOI: 10.11834/jig.20090911.
Steganalysis technique is of great importance to network information security and how to search and detect secret messages transferred in network is crucial and practical to safeguard national security. Against a variety of DCT coefficients distribution model proposed by the scholars at home and abroad
this paper introduces the α-stable family models of the image’s DCT coefficients. Take into account real statistical properties
this paper also describes the α-stable family models of cover image’s DCT domain by the numbers. And we also testifieed by the experiment that image’s DCT coefficients satisfy α-stable family distribution but GGD(generalized Gaussian distribution) and Gaussian distribution and Lapalacian distribution. The α-stable family models have enough flexibility
and their shape of distribution changes with characteristic index α.At same time
this paper designs a new processor to blindly hide information detection using Cauchy receiver operating machine based on project needs: facility
practicality
feasibility and performance good. This detection performance is better than GGD’s detection performance. Compared to the reference [8]
our model performance enhanced.The operating speed is increased by scores of times.