Deep Convolutional Neural Network based Image Steganogrpahy Technique for Audio-Image Hiding Algorithm

P Chinababu,Assistant Professor, Department Of Cse, Limat, Vijayawada, A.p, India ,Professor, Department Of Cse, Nriit, Vijayawada, A.p, India ,D Suneetha,P.Narendra Babu,D.Rathna Kishore,Associate Professor, Department Of Cse, Nriit, Vijayawada, A.p, India

doi:10.35940/ijeat.d7843.049420

P Chinababu, Assistant Professor, Department Of Cse, Limat, Vijayawada, A.p, India + Show 5 more

Open Access

https://doi.org/10.35940/ijeat.d7843.049420

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Abstract

Steganography is one expanding filed in the area of Data Security. Steganography has attractive number of application from a vast number of researchers. The most existing technique in steganogarphy is Least Significant Bit (LSB) encoding. Now a day there has been so many new approaches employing with different techniques like deep learning. Those techniques are used to address the problems of steganography. Now a day’s many of the exisiting algorithms are based on the image to data, image to image steganography. In this paper we hide secret audio into the digital image with the help of deep learning techniques. We use a joint deep neural network concept it consist of two sub models. The first model is responsible for hiding digital audio into a digital image. The second model is responsible for returning a digital audio from the stego image. Various vast experiments are conducted with a set of 24K images and also for various sizes of images. From the experiments it can be seen proposed method is performing more effective than the existing methods. The proposed method also concentrates the integrity of the digital image and audio files.

Highlights

IntroductionA day’s computers and internet play an important role in this modern field especially in the field of information technology?
There are two main solution are existing for data security Cryptography and steganography
In this paper we implement the concept of audio-into-image steganography[1][2] which hides the secret audio in to the digital image

Summary

Introduction

A day’s computers and internet play an important role in this modern field especially in the field of information technology? Among those the important of data security plays a vital role. Much research is going in the field of data security. There are two main solution are existing for data security Cryptography and steganography. Steganography is nothing but hiding of content in any of the media like image, audio and video etc. Image steganaography means hiding of secret data into an image. In audio steganogrpahy hiding the secret data into the image and in video steganography hiding the secret data in to the video. In this paper we implement the concept of audio-into-image steganography[1][2] which hides the secret audio in to the digital image

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