NDLI: Higher-order statistical steganalysis of random LSB steganography

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Higher-order statistical steganalysis of random LSB steganography

Content Provider	IEEE Xplore Digital Library
Author	Khosravirad, S.R. Eghlidos, T. Ghaemmaghami, S.
Copyright Year	2009
Description	Author affiliation: Sharif niversity of Technology, Tehran, Iran (Khosravirad, S.R.; Eghlidos, T.; Ghaemmaghami, S.)
Abstract	This paper presents a new scheme for steganalysis of random LSB embedding, capable of applying to any kind of digital signal in both spatial and transform domains. The proposed scheme is based on defining a space whose elements relate to higher-order statistical properties of the signal and looking for special subsets, which we call Closure of Sets (CoS) in this space. We use this scheme for steganalysis of the LSB steganography in grayscale images, employing a vector of five accurate and monotone features. Experimental results show significantly higher accuracy of the proposed scheme, as compared to those reported in the literature, especially in low embedding rates applications.
Starting Page	629
Ending Page	632
File Size	2600625
Page Count	4
File Format	PDF
ISBN	9781424438075
DOI	10.1109/AICCSA.2009.5069392
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-05-10
Publisher Place	Morocco
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Steganography Gray-scale Space technology Digital images Paper technology Art Cryptography Distortion Scattering Histograms
Content Type	Text
Resource Type	Article

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