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Steganalysis of LSB based image steganography using spatial and frequency domain features
Malekmohamadi, H ; Sharif University of Technology | 2009
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- Type of Document: Article
- DOI: 10.1109/ICME.2009.5202858
- Publisher: 2009
- Abstract:
- 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 graylevel 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 S-tools. ©2009 IEEE
- Keywords:
- Support vector machine ; Gabor filters ; Gray-level co-occurrence matrix ; LSB matching ; S-tools ; Steganalysis ; Cryptography ; Image enhancement ; Image registration ; Image retrieval ; Multimedia systems ; Support vector machines ; Machine tools
- Source: 2009 IEEE International Conference on Multimedia and Expo, ICME 2009, New York, NY, 28 June 2009 through 3 July 2009 ; 2009 , Pages 1744-1747 ; 9781424442911 (ISBN)
- URL: https://ieeexplore.ieee.org/document/5202858