Detecting LSB Steganography in Color and Gray-Scale Images
IEEE MultiMedia
Attacks on Steganographic Systems
IH '99 Proceedings of the Third International Workshop on Information Hiding
Improved detection of LSB steganography in grayscale images
IH'04 Proceedings of the 6th international conference on Information Hiding
An improved sample pairs method for detection of LSB embedding
IH'04 Proceedings of the 6th international conference on Information Hiding
A general framework for structural steganalysis of LSB replacement
IH'05 Proceedings of the 7th international conference on Information Hiding
A new framework of LSB steganalysis of digital media
IEEE Transactions on Signal Processing - Part II
Detection of LSB steganography via sample pair analysis
IEEE Transactions on Signal Processing
Steganalysis of Embedding in Two Least-Significant Bits
IEEE Transactions on Information Forensics and Security
Steganalysis of adaptive image steganography in multiple gray code bit-planes
Multimedia Tools and Applications
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In this paper, we propose a fast and effective LSB steganalysis for detecting the existence of hidden message and estimating hidden message length when the embedding is performed using both of two distinct embedding paradigms in one or more than one LSB. The method is based on the analysis of image statistics and quadratic equation. Compared with weighted stego-image based method, Ker's method and Luo et.al.'s method, the detection accuracy is high. Experimental results and theoretical verification show that the proposed method is an effective method of LSB steganalysis.