Medical Image Authentication using Watermarking and Blockchain

Abrar Alsehli, Wadood Abdul, Saleh Almowuena, S. Ghouzali, Souad Larabi-Marie-Sainte
{"title":"Medical Image Authentication using Watermarking and Blockchain","authors":"Abrar Alsehli, Wadood Abdul, Saleh Almowuena, S. Ghouzali, Souad Larabi-Marie-Sainte","doi":"10.1109/HealthCom54947.2022.9982793","DOIUrl":null,"url":null,"abstract":"In recent years the use of images in communication has significantly increased. It is important to secure images from unauthorized access and manipulation. Copyright protection approaches protect data from attacks that result in modification, illegal copying or removal. Our proposed approach uses watermarking and blockchain to confirm authentication. Watermarking is a data-hiding technique whereby data is hidden inside an image to make it difficult to modify. Blockchain at its core, is a distributed-ledger that stores secured and encrypted information while ensuring that it is not changed by someone. We present an imperceptible and secure watermarking approach for digital images using the discrete wavelet transform (DWT). The encrypted watermark is saved in the blockchain. When an image is received and it is to be authenticated, the watermark is retrieved from the blockchain and compared with the watermark that is extracted from the given image. The visual quality of the proposed watermarking approach is tested by comparing the original and watermarked images using peak signal-to-noise ratio (PSNR). The basic challenge that we face is finding suitable locations for inserting the watermark while satisfying the imperceptibility aspects along with the security of the algorithm to reach its highest effectiveness.","PeriodicalId":202664,"journal":{"name":"2022 IEEE International Conference on E-health Networking, Application & Services (HealthCom)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Conference on E-health Networking, Application & Services (HealthCom)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/HealthCom54947.2022.9982793","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In recent years the use of images in communication has significantly increased. It is important to secure images from unauthorized access and manipulation. Copyright protection approaches protect data from attacks that result in modification, illegal copying or removal. Our proposed approach uses watermarking and blockchain to confirm authentication. Watermarking is a data-hiding technique whereby data is hidden inside an image to make it difficult to modify. Blockchain at its core, is a distributed-ledger that stores secured and encrypted information while ensuring that it is not changed by someone. We present an imperceptible and secure watermarking approach for digital images using the discrete wavelet transform (DWT). The encrypted watermark is saved in the blockchain. When an image is received and it is to be authenticated, the watermark is retrieved from the blockchain and compared with the watermark that is extracted from the given image. The visual quality of the proposed watermarking approach is tested by comparing the original and watermarked images using peak signal-to-noise ratio (PSNR). The basic challenge that we face is finding suitable locations for inserting the watermark while satisfying the imperceptibility aspects along with the security of the algorithm to reach its highest effectiveness.
使用水印和区块链的医学图像认证
近年来,图像在通信中的使用显著增加。保护图像免受未经授权的访问和操作是很重要的。版权保护方法保护数据免受攻击,这些攻击会导致数据被修改、非法复制或删除。我们提出的方法使用水印和区块链来确认身份验证。水印是一种数据隐藏技术,它将数据隐藏在图像中,使其难以修改。区块链的核心是一个分布式分类账,它存储安全和加密的信息,同时确保它不会被某人更改。我们提出了一种利用离散小波变换(DWT)对数字图像进行不可见和安全水印的方法。加密后的水印保存在区块链中。当接收到图像并要进行身份验证时,从区块链中检索水印并与从给定图像中提取的水印进行比较。通过峰值信噪比(PSNR)对原始图像和水印图像进行比较,测试了所提出的水印方法的视觉质量。我们面临的基本挑战是找到合适的位置来插入水印,同时满足算法的不可感知性和安全性,使其达到最高的有效性。
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