Improved detection of least Significant bit steganography algorithms in color and gray scale images

This paper proposes an improved LSB (least Significant bit) based Steganography technique for images imparting better information security for hiding secret information in images. There is a large variety of steganography techniques some are more complex than others and all of them have respective strong and weak points. It ensures that the eavesdroppers will not have any suspicion that message bits are hidden in the image and standard steganography detection methods can not estimate the length of the secret message correctly. In this paper we present improved steganalysis methods, based on the most reliable detectors of thinly-spread LSB steganography presently known, focusing on the case when grayscale Bitmaps are used as cover images.

[1]  Toby Sharp,et al.  An Implementation of Key-Based Digital Signal Steganography , 2001, Information Hiding.

[2]  Andreas Westfeld Detecting Low Embedding Rates , 2002, Information Hiding.

[3]  William A. Pearlman,et al.  Steganalysis of additive-noise modelable information hiding , 2003, IS&T/SPIE Electronic Imaging.

[4]  Jessica J. Fridrich,et al.  Reliable detection of LSB steganography in color and grayscale images , 2001, MM&Sec '01.

[5]  Andreas Pfitzmann,et al.  Attacks on Steganographic Systems , 1999, Information Hiding.

[6]  Miroslav Goljan,et al.  Steganalysis based on JPEG compatibility , 2001, SPIE ITCom.

[7]  Andrew D. Ker Quantitative evaluation of pairs and RS steganalysis , 2004, IS&T/SPIE Electronic Imaging.

[8]  Daniel P. Huttenlocher,et al.  Image segmentation using local variation , 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

[9]  Sorina Dumitrescu,et al.  Detection of LSB steganography via sample pair analysis , 2002, IEEE Trans. Signal Process..

[10]  Mamta Juneja,et al.  An Improved LSB Based Steganography Technique for RGB Color Images , 2013 .

[11]  Lee-Ming Cheng,et al.  Hiding data in images by simple LSB substitution , 2004, Pattern Recognit..

[12]  Jan H. P. Eloff,et al.  An overview of image steganography , 2005, ISSA.

[13]  Jessica J. Fridrich,et al.  Practical steganalysis of digital images: state of the art , 2002, IS&T/SPIE Electronic Imaging.

[14]  Jessica J. Fridrich,et al.  Higher-order statistical steganalysis of palette images , 2003, IS&T/SPIE Electronic Imaging.