Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
Machine Learning
Image Representation Using 2D Gabor Wavelets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Information Hiding Techniques for Steganography and Digital Watermarking
Information Hiding Techniques for Steganography and Digital Watermarking
The Kernel-Adatron Algorithm: A Fast and Simple Learning Procedure for Support Vector Machines
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
An Implementation of Key-Based Digital Signal Steganography
IHW '01 Proceedings of the 4th International Workshop on Information Hiding
Support Vectors Selection by Linear Programming
IJCNN '00 Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5 - Volume 5
Face Authentication Test on the BANCA Database
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4 - Volume 04
Neural network based steganalysis in still images
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 1
Image steganalysis with binary similarity measures
EURASIP Journal on Applied Signal Processing
Steganalysis using higher-order image statistics
IEEE Transactions on Information Forensics and Security
Steganalysis using image quality metrics
IEEE Transactions on Image Processing
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In this paper, we propose a method for steganalysis of grayscale images using both spatial and Gabor features. The basis of our work is to use Gabor filter coefficients and statistics of the gray-level co-occurrence matrix of images to train a support vector machine. We show that this feature set works well in steganalysis of grayscale images steganographied by LSB matching and Stools.