An Improved Image Steganography algorithm based on PVD

In this paper, a modification of PVD (Pixel value differencing) algorithm is used for Image Steganography in spatial domain. It is normalizing secret data value by encoding method to make the new pixel edge difference less among three neighbors (horizontal, vertical and diagonal) and embedding data only to less intensity pixel difference areas or regions. The proposed algorithm shows a good improvemernt for both color and gray-scale images compared to other algorithms. Color images performance are better than gray images. However, in this work the focus is mainly on gray images. The strenght of this scheme is that any random hidden/secret data do not make any shuttle differences to Steg-image compared to original image. The bit plane slicing is used to analyze the maximum payload that has been embeded into the cover image securely. The simulation results show that the proposed algorithm is performing better and showing great consistent results for PSNR, MSE values of any images, also against Steganalysis attack.

[1]  K. L. Shunmuganathan,et al.  Developing a Secure Image Steganographic System Using TPVD Adaptive LSB Matching Revisited Algorithm for Maximizing the Embedding Rate , 2012, Inf. Secur. J. A Glob. Perspect..

[2]  Jiwu Huang,et al.  A more secure steganography based on adaptive pixel-value differencing scheme , 2011, Multimedia Tools and Applications.

[3]  Cheng-Hsing Yang,et al.  Adaptive Data Hiding in Edge Areas of Images With Spatial LSB Domain Systems , 2008, IEEE Transactions on Information Forensics and Security.

[4]  Chien-Ping Chang,et al.  High-payload image hiding with quality recovery using tri-way pixel-value differencing , 2012, Inf. Sci..

[5]  Hsien-Wen Tseng,et al.  A Steganographic Method Based on Pixel-Value Differencing and the Perfect Square Number , 2013, J. Appl. Math..

[6]  Jessica J. Fridrich,et al.  Detecting LSB Steganography in Color and Gray-Scale Images , 2001, IEEE Multim..

[7]  Te-Ming Tu,et al.  A Novel Image Steganographic Method Using Tri-way Pixel-Value Differencing , 2008, J. Multim..

[8]  J. K. Mandal,et al.  Colour Image Steganography Based on Pixel Value Differencing in Spatial Domain , 2012 .

[9]  Chin-Chen Chang,et al.  A steganographic method for digital images using side match , 2004, Pattern Recognit. Lett..

[10]  Min-Shiang Hwang,et al.  A high quality steganographic method with pixel-value differencing and modulus function , 2008, J. Syst. Softw..

[11]  Wen-Hsiang Tsai,et al.  A steganographic method for images by pixel-value differencing , 2003, Pattern Recognit. Lett..

[12]  Karim Faez,et al.  An Adaptive Steganography Scheme Based on Visual Quality and Embedding Capacity Improvement , 2014 .

[13]  Yuan-Yu Tsai,et al.  Exploring LSB Substitution and Pixel-value Differencing for Block-based Adaptive Data Hiding , 2014, Int. J. Netw. Secur..

[14]  Ahmad Reza Eskandari A Robust Steganography method Using Adjustable Parameters , 2013 .

[15]  Chi-Yao Weng,et al.  Steganographic data hiding in image processing using predictive differencing , 2012 .

[16]  El-Sayed M. El-Alfy,et al.  Improved pixel value differencing steganography using logistic chaotic maps , 2012, 2012 International Conference on Innovations in Information Technology (IIT).

[17]  Gautam Sanyal,et al.  Moments and Similarity Measure Feature Based Image Steganalysis Technique (MSM) , 2012 .

[18]  M. Hwang,et al.  Image steganographic scheme based on pixel-value differencing and LSB replacement methods , 2005 .