Abstract

This work presents a new asymmetric data hiding technique that hides a variable number of secret message bits in the discrete cosine transform (DCT) coefficients of a cover image using a modular distance technique. Prior to data hiding, the proposed framework transforms a cover image from a spatial domain to various frequency coefficients using DCT. The DCT coefficients are arranged in two groups: one with low-frequency coefficient, and the other with the medium and high-frequency coefficients. The medium and higher frequency coefficients are processed for variable data hiding asymmetrically. The proposed technique hides variable sets of secret information bits in different coefficients. The variation in hidden secret information is maintained using a key developed based on the modulo of distance of a coefficient from the reference point. The same key is also used to retrieve the confidential information at the receiver ends. The results reveal that the presented framework does not create any visually significant distortion, and thus the hidden information does not attract the human visual system (HVS). The technique also results in high data hiding efficiency.

Highlights

  • The advancement in technology has brought a revolution in computer and Internet technology.The use of the Internet has increased many fold with the availability of high-speed Internet and economical hardware

  • The idea of stream cipher linear-feedback shift register (LFSR) is used for random key generation. Another method of data hiding in RGB images can be found in [37]; it combines the matrix pattern (MP) and least significant bits (LSBs) substitution techniques

  • The frequency coefficients are subjected to variable data hiding, and different numbers of secret message bits are embedded in the different coefficients of the discrete cosine transform (DCT) array

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Summary

Introduction

The advancement in technology has brought a revolution in computer and Internet technology. For increasing the security of hidden information, several cryptographic and data hiding techniques have been proposed [1,2]. Each cover media has its importance and plays an essential role in securing secret information using data hiding techniques. Secret information is hidden in the least significant bits (LSBs) of image pixels, while in the transform domain, the coefficients of transformation are used to embed secret data. This paper presents a novel image data hiding technique in the transform domain, where the DCT coefficient of the cover image is used as media. The proposed method hides a different number of secret message bits in the LSBs of DCT coefficients of the cover image under test. The stego key contains the information details of the number of hidden bits in different DCT coefficients.

Related Work
The Proposed Technique
DCT Coefficients Extraction
Classification of DCT Coefficients
Data Hiding
Information Retrieval
Evaluation Metrics
Experimental Results and Analysis
Comparison
Method
Conclusions
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