Data Hiding Scheme using Difference Expansion and Modulus Function

M. Hossen, T. Ahmad, Ntivuguruzwa Jean De La Croix
{"title":"Data Hiding Scheme using Difference Expansion and Modulus Function","authors":"M. Hossen, T. Ahmad, Ntivuguruzwa Jean De La Croix","doi":"10.1109/INOCON57975.2023.10100991","DOIUrl":null,"url":null,"abstract":"Our information is constantly under threat when transmitted through public networks. So, research to keep information secret has been carried out. Mainly, steganography, which consists of hiding data in digital media, receives much attention. Existing steganographic systems identified the need to improve performance by reducing a tradeoff between the peak signal-to-noise ratio (PSNR) and bits per pixel (BPP). In this paper, we propose a new steganographic scheme to embed the bits of secret messages in a digital image’s pixels. Our method expands the differences between the neighbouring pixels for secret data concealment. We group the pixels in blocks of size $1\\times 3$, and two of the three pixels of the block are candidates to hold the secret bit. We also propose extracting the hidden data to validate our data concealment scheme. To extract the secret data, we also arrange the neighbouring pixels into blocks of three and use their differences, and a modulus function, based on pixels identified carrying the secret data based on the key generated during data concealment. To evaluate the performance of our scheme, we consider the PSNR and the BPP as metrics. The experimental results showed better performance over the existing methods with 68.7790 dB for the PSNR and 0.1562 BPP.","PeriodicalId":113637,"journal":{"name":"2023 2nd International Conference for Innovation in Technology (INOCON)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 2nd International Conference for Innovation in Technology (INOCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INOCON57975.2023.10100991","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Our information is constantly under threat when transmitted through public networks. So, research to keep information secret has been carried out. Mainly, steganography, which consists of hiding data in digital media, receives much attention. Existing steganographic systems identified the need to improve performance by reducing a tradeoff between the peak signal-to-noise ratio (PSNR) and bits per pixel (BPP). In this paper, we propose a new steganographic scheme to embed the bits of secret messages in a digital image’s pixels. Our method expands the differences between the neighbouring pixels for secret data concealment. We group the pixels in blocks of size $1\times 3$, and two of the three pixels of the block are candidates to hold the secret bit. We also propose extracting the hidden data to validate our data concealment scheme. To extract the secret data, we also arrange the neighbouring pixels into blocks of three and use their differences, and a modulus function, based on pixels identified carrying the secret data based on the key generated during data concealment. To evaluate the performance of our scheme, we consider the PSNR and the BPP as metrics. The experimental results showed better performance over the existing methods with 68.7790 dB for the PSNR and 0.1562 BPP.
基于差分展开和模函数的数据隐藏方案
我们的信息在通过公共网络传播时经常受到威胁。为此,开展了信息保密研究。隐写术是一种将数字媒体中的数据隐藏起来的技术,近年来受到越来越多的关注。现有的隐写系统需要通过减少峰值信噪比(PSNR)和每像素比特数(BPP)之间的权衡来提高性能。在本文中,我们提出了一种新的隐写方案,将秘密信息嵌入到数字图像的像素中。我们的方法扩展了相邻像素之间的差异,用于隐藏秘密数据。我们将像素分组在大小为$1 × 3$的块中,并且块的三个像素中的两个是保存秘密位的候选像素。我们还提出提取隐藏数据来验证我们的数据隐藏方案。为了提取秘密数据,我们还将相邻像素分成三个块,并利用它们之间的差异,以及基于数据隐藏过程中生成的密钥识别的携带秘密数据的像素的模函数。为了评估我们的方案的性能,我们考虑PSNR和BPP作为指标。实验结果表明,该方法的PSNR为68.7790 dB, BPP为0.1562,优于现有方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信