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Volumn , Issue , 2010, Pages 225-230

Simple algorithmic modifications for improving blind steganalysis performance

Author keywords

cross validation; model selection; steganalysis; SVM

Indexed keywords

AUTOMATIC MODEL SELECTION; BLIND STEGANALYSIS; COMMONLY USED; CROSS VALIDATION; DECISION RULES; FEATURE VECTORS; FREE PARAMETERS; IMAGE PAIRS; MODEL SELECTION; SIMPLE MODIFICATIONS; STEGANALYSIS; STEGO IMAGE; SVM; TRAINING SETS; VECTOR COMPONENTS;

EID: 78149277361     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1854229.1854268     Document Type: Conference Paper
Times cited : (14)

References (15)
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    • T. Holotyak, J. J. Fridrich, and D. Soukal. Stochastic approach to secret message length estimation in ±k embedding steganography. In E. J. Delp and P. W. Wong, editors, Security, Steganography, and Watermarking of Multimedia Contents, volume 5681 of Proceedings of SPIE, pages 673-684, San Jose, CA, USA, 2005. International Society for Optical Engineering, SPIE.
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    • Holotyak, T.1    Fridrich, J.J.2    Soukal, D.3
  • 8
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    • T. Holotyak, J. J. Fridrich, and S. Voloshynovskiy. Blind statistical steganalysis of additive steganography using wavelet higher order statistics. In J. Dittmann, S. Katzenbeisser, and A. Uhl, editors, Communications and Multimedia Security, volume 3677 of Lecture Notes in Computer Science, pages 273-274, Berlin, Germany, September 2005. Springer-Verlag.
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    • Holotyak, T.1    Fridrich, J.J.2    Voloshynovskiy, S.3
  • 9
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    • J. Fridrich, editor, Information Hiding, Berlin, Germany, December Springer-Verlag
    • A. D. Ker. Improved detection of LSB steganography in grayscale images. In J. Fridrich, editor, Information Hiding, volume 3200 of Lecture Notes in Computer Science, pages 97-115, Berlin, Germany, December 2004. Springer-Verlag.
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    • C. E. Rasmussen. Gaussian processes in machine learning. In O. Bousquet, U. von Luxburg, and G. Rätsch, editors, Advanced Lectures on Machine Learning, volume 3176 of Lecture Notes in Computer Science, pages 63-71, Berlin, Germany, October 2004. Springer-Verlag.
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  • 14
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    • Subband transforms
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.