Title :
Neural network based steganalysis in still images
Author :
Shaohui, Liu ; Hongxun, Yao ; Wen, Gao
Author_Institution :
Dept. of Comput. Sci., Harbin Inst. of Technol., China
Abstract :
Seganalysis has recently attracted researchers´ interests with the development of information hiding techniques. In this paper we propose a new method based neural network to get statistics features of images to identify the underlying hidden data. We first extract features of image embedded information, then input them into neural network to get output. And experiment results indicate this method is valid in steganalysis. This method will be used for Internet/network security, watermarking and so on.
Keywords :
cryptography; data encapsulation; image processing; neural nets; statistics; data hiding; information hiding techniques; network security; neural network; statistics features; steganalysis; still images; Cryptography; Data encapsulation; Data mining; Discrete Fourier transforms; Discrete wavelet transforms; Intelligent networks; Law; Neural networks; Steganography; Terrorism;
Conference_Titel :
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7965-9
DOI :
10.1109/ICME.2003.1221665