Steganographic Data Hiding using DWT and Particle Swarm Optimization

E Divya; P.Rajkumar

Research Article

Steganographic Data Hiding using DWT and Particle Swarm Optimization

by E Divya, P.Rajkumar

International Journal of Computer Applications

Foundation of Computer Science (FCS), NY, USA

Volume 117 - Issue 14

Published: May 2015

Authors: E Divya, P.Rajkumar

10.5120/20624-3357

PDF

E Divya, P.Rajkumar . Steganographic Data Hiding using DWT and Particle Swarm Optimization. International Journal of Computer Applications. 117, 14 (May 2015), 30-34. DOI=10.5120/20624-3357

                        @article{ 10.5120/20624-3357,
                        author  = { E Divya,P.Rajkumar },
                        title   = { Steganographic Data Hiding using DWT and Particle Swarm Optimization },
                        journal = { International Journal of Computer Applications },
                        year    = { 2015 },
                        volume  = { 117 },
                        number  = { 14 },
                        pages   = { 30-34 },
                        doi     = { 10.5120/20624-3357 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }

                        %0 Journal Article
                        %D 2015
                        %A E Divya
                        %A P.Rajkumar
                        %T Steganographic Data Hiding using DWT and Particle Swarm Optimization%T 
                        %J International Journal of Computer Applications
                        %V 117
                        %N 14
                        %P 30-34
                        %R 10.5120/20624-3357
                        %I Foundation of Computer Science (FCS), NY, USA

Abstract

This paper discusses the steganographic data hiding using the wavelet approach and the optimisation technique. The Discrete Wavelet Transform Using Haar Wavelet gives the excellent peak signal to noise ratio (PSNR) and less computation time. The particle swarm optimisation algorithm (PSO) is also used to hide the data so that the PSNR is improved. The results reveal the DWT using Haar wavelet and PSO algorithm gives excellent PSNR.

References

Ratnakirti Roy, Suvamoy Changder1, Anirban Sarkar1, NarayanC Debnath, "Evaluating Image Steganography Techniques: Future Research Challenges" IEEE transactions 2013
Kennedy and Russel Eberhart,"Particle Swarm Optimisation" IEEE International Conference On Neural Networks,Vol6,Nov 1995
Feno Heriniaina Rabevohitra and Jun Sang "Using PSO Algorithm for simple LSB Substitution Based Steganography Scheme in DCT Transformation Domain" @Springer-Verlag Berlin Heidelberg 2011,vol pp. 212-220,2011
Anjali A. Shejul, Umesh L. Kulkarni," A Secure Skin Tonebased Steganography Using Wavelet Transform"International Journal Of computer theory and engineering,Vol 3, No. 1, pp. 16-22,February,2011
Sabyasachi Pramanik and Samir K. Bandyopadhyay," Image Steganography Using Wavelet Transform And Genetic Algorithm" International Journal Of innovative research in advanced engineering,Vol 1,March 2014.
P. Rajkumar, R. Kar, A. K. Bhattacharjee, H. Dharmasa "A comparative analysis of steganographic data hiding within digital Images" International Journal Of Computer Applications, Vol 53. N0-1, September 2012
Emad Elbeltagi, Tarek Hegazy, Donald Grierson, "Comparison among five evolutionary-based optimization algorithms", @ science direct Advanced Engineering Informatics 19 (2005) 43–53
Santi P. Maity and Malay K. Kundu, "Genetic algorithms for optimality of data hiding in digital images" Published online: 31 May 2008© Springer-Verlag 2008
Haar wavelet - Wikipedia http://en. wikipedia. org/wiki/Haar_wavelet
Wavelet transform - Wikipedia http://en. wikipedia. org/wiki/Wavelet_transform
N. Lavanya , V. Manjula, N. V. Krishna Rao," Robust and Secure Data Hiding in Image UsingBiometric Technique, (IJCSIT) International Journal of Computer Science and Information Technologies, Vol. 3 (5) , 2012,5133 – 51.
Rafael C. Gonzalez, Richard E. Woods, Steven L. Eddins, "Digital Image Processing Using MATLAB' Pearson Education, 2004.
Bin Li, Junhui He, Jiwu Huang, Yun Qing Shi, "A Survey on ImageSteganography and Steganalysis", Journal of Information Hiding and Multimedia Signal Processing, Vol. 2, Issue 2, pp. 142-172, April 201
C. Cachin, "An information-theoretic model for steganography," Proc. 2nd International Workshop Information Hiding LNCS 1525, pp. 306–318, 1998
Muhammad Imran ,et. al,"An Overview Of Particle Swarm Optimisation Variants"Published by Elsevier 1877-7058,2013
Mohd Afizi Mohd Shukran,et. al,"Image Classification Technique using modified Particle Swarm Optimisation" Modern Applied Science, Vol. 5, No. 5; October 2011
Punam Bedi, Roli Bansal , Priti Sehgal," Using PSO in a spatial domain based image hiding scheme with distortion tolerance",@ science direct Computers and Electrical Engineering 39 (2013) 640–654.

Index Terms

Computer Science

Information Sciences

No index terms available.

Keywords

PSO DWT LSB DCT PSNR