Title :
Feedback steganalysis decision making system
Author :
Agaian, Sos S. ; Chen, C. L Phillip ; Perez, Juan P.
Author_Institution :
Univ. of Texas at San Antonio, San Antonio
Abstract :
In this article, we present a new sensitive data detection feedback system. The basic components of this system are: a) localization of hidden data techniques and b) common and the new decision making techniques. The decision making statistical tests include: chi-square, parametric chi, Kolmogorov-Smirnov and F-test. Computer simulations will show that the proposed method provides a good localization for both randomly and sequentially embedded sensitive data. Finally, the presented system may work for both: compressed and non-compressed cases. Comparison with common existing steganalysis methods will also be presented.
Keywords :
data encapsulation; decision making; statistical testing; F-test; Kolmogorov-Smirnov tests; chi-square tests; data detection feedback system; feedback steganalysis decision making system; parametric chi tests; Art; Computer simulation; Decision making; Feedback; Helium; Image analysis; Parametric statistics; Probability; Steganography; Testing;
Conference_Titel :
Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
978-1-4244-0990-7
Electronic_ISBN :
978-1-4244-0991-4
DOI :
10.1109/ICSMC.2007.4413747