DocumentCode
2705937
Title
Statistically Secure Digital Image Data Hiding
Author
Amin, Palak K. ; Liu, Ning ; Subbalakshmi, K.P.
Author_Institution
Stevens Inst. of Technol., Hoboken, NJ
fYear
2005
fDate
Oct. 30 2005-Nov. 2 2005
Firstpage
1
Lastpage
4
Abstract
In this paper, we propose a novel discrete cosine transform (DCT) based spread spectrum data-hiding algorithm that provides statistical security. Unlike other spread spectrum based data hiding algorithms, the proposed algorithm does not introduce a low-pass filtering effect in the stego image´s histogram, thereby making the presence of hidden data statistically undetectable. The proposed algorithm does not compromise on robustness or capacity to achieve this goal. When compared to the generic block DCT based data-hiding scheme, the proposed algorithm provides a 41% reduction in the relative entropy between the probability mass functions of the host and stego images, thus improving the statistical security of the system. The proposed algorithm is robust against a variety of image manipulating attacks such as noise addition, filtering, blurring, sharpening, JPEG compression etc
Keywords
data encapsulation; discrete cosine transforms; image processing; probability; security of data; JPEG compression; digital image; discrete cosine transform; host image; image blurring; image filtering; image manipulation; image sharpening; low-pass filtering effect; noise addition; probability mass function; relative entropy; spread spectrum data-hiding algorithm; statistical security; stego image histogram; Data encapsulation; Data security; Digital images; Discrete cosine transforms; Entropy; Filtering algorithms; Histograms; Low pass filters; Robustness; Spread spectrum communication; Data-Hiding; Statistical security; relative entropy;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Signal Processing, 2005 IEEE 7th Workshop on
Conference_Location
Shanghai
Print_ISBN
0-7803-9288-4
Electronic_ISBN
0-7803-9289-2
Type
conf
DOI
10.1109/MMSP.2005.248648
Filename
4014069
Link To Document