test
server time: root: http://itiis.org
current_path: /journals/tiis/digital-library/20663
current_url: http://itiis.org/journals/tiis/digital-library/20663
Recognizing F5-like Stego images from Multi-class JPEG Stego Images
  • KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

Recognizing F5-like Stego images from Multi-class JPEG Stego Images

Vol. 8, No. 11, November 29, 2014
10.3837/tiis.2014.11.028, Download Paper (Free):

Abstract

To recognize F5-like (such as F5 and nsF5) steganographic algorithm from multi-class stego images, a recognition algorithm based on the identifiable statistical feature (IDSF) of F5-like steganography is proposed in this paper. First, this paper analyzes the special modification ways of F5-like steganography to image data, as well as the special changes of statistical properties of image data caused by the modifications. And then, by constructing appropriate feature extraction sources, the IDSF of F5-like steganography distinguished from others is extracted. Lastly, based on the extracted IDSFs and combined with the training of SVM (Support Vector Machine) classifier, a recognition algorithm is presented to recognize F5-like stego images from images set consisting of a large number of multi-class stego images. A series of experimental results based on the detection of five types of typical JPEG steganography (namely F5, nsF5, JSteg, Steghide and Outguess) indicate that, the proposed algorithm can distinguish F5-like stego images reliably from multi-class stego images generated by the steganography mentioned above. Furthermore, even if the types of some detected stego images are unknown, the proposed algorithm can still recognize F5-like stego images correctly with high accuracy.


Statistics

Show / Hide Statistics

Statistics (Cumulative Counts from December 1st, 2015)
Multiple requests among the same browser session are counted as one view.
If you mouse over a chart, the values of data points will be shown.


Cite this article

[IEEE Style]
J. Lu, F. Liu and X. Luo, "Recognizing F5-like Stego images from Multi-class JPEG Stego Images," KSII Transactions on Internet and Information Systems, vol. 8, no. 11, pp. 4153-4169, 2014. DOI: 10.3837/tiis.2014.11.028.

[ACM Style]
Jicang Lu, Fenlin Liu, and Xiangyang Luo. 2014. Recognizing F5-like Stego images from Multi-class JPEG Stego Images. KSII Transactions on Internet and Information Systems, 8, 11, (2014), 4153-4169. DOI: 10.3837/tiis.2014.11.028.