使用秃鹰搜索优化的IoMT区块链安全数据共享框架

Mecline Jose F L, S. StewartKirubakaran, G. Paulraj, I. Jebadurai, Jebaveerasingh Jebadurai
{"title":"使用秃鹰搜索优化的IoMT区块链安全数据共享框架","authors":"Mecline Jose F L, S. StewartKirubakaran, G. Paulraj, I. Jebadurai, Jebaveerasingh Jebadurai","doi":"10.1109/IDCIoT56793.2023.10053538","DOIUrl":null,"url":null,"abstract":"In health information systems, present interoperability problems are solved by blockchain technology (BT). Moreover, blockchain technology offers the high-tech standard that assures a secure sharing of computerized healthcare information among healthcare providers, medical care organizations, individuals, and medical experts. In healthcare management, Internet of medical things (IoMT) devices can share sensory information from patients to be investigated and prepared. However, in IoMT devices the secrecy of patients’ health information transmission is still a major problem within a range of material regions. In order to overcome such challenges, an effective BES_SecDataSharing method is proposed for securely sharing the data with blockchain in IoMT. The entities involved in the proposed BES_SecDataSharing method are data owner, data user, cloud user, attribute authority, and blockchain. Six stages are involved in this proposed method are initialization phase, registration phase, key issuance phase, data preservation phase, authentication phase, and data sharing phase. The proposed BES_SecDataSharing methods has attained a minimum memory usage of 85 MB, validation time of 28.767 Sec, and normalized variance of 1.594. In addition, the method has obtained a maximum conditional privacy of 0.787.","PeriodicalId":60583,"journal":{"name":"物联网技术","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A Secure Data Sharing Framework with Blockchain in IoMT using Bald Eagle Search Optimization\",\"authors\":\"Mecline Jose F L, S. StewartKirubakaran, G. Paulraj, I. Jebadurai, Jebaveerasingh Jebadurai\",\"doi\":\"10.1109/IDCIoT56793.2023.10053538\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In health information systems, present interoperability problems are solved by blockchain technology (BT). Moreover, blockchain technology offers the high-tech standard that assures a secure sharing of computerized healthcare information among healthcare providers, medical care organizations, individuals, and medical experts. In healthcare management, Internet of medical things (IoMT) devices can share sensory information from patients to be investigated and prepared. However, in IoMT devices the secrecy of patients’ health information transmission is still a major problem within a range of material regions. In order to overcome such challenges, an effective BES_SecDataSharing method is proposed for securely sharing the data with blockchain in IoMT. The entities involved in the proposed BES_SecDataSharing method are data owner, data user, cloud user, attribute authority, and blockchain. Six stages are involved in this proposed method are initialization phase, registration phase, key issuance phase, data preservation phase, authentication phase, and data sharing phase. The proposed BES_SecDataSharing methods has attained a minimum memory usage of 85 MB, validation time of 28.767 Sec, and normalized variance of 1.594. In addition, the method has obtained a maximum conditional privacy of 0.787.\",\"PeriodicalId\":60583,\"journal\":{\"name\":\"物联网技术\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"物联网技术\",\"FirstCategoryId\":\"1093\",\"ListUrlMain\":\"https://doi.org/10.1109/IDCIoT56793.2023.10053538\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"物联网技术","FirstCategoryId":"1093","ListUrlMain":"https://doi.org/10.1109/IDCIoT56793.2023.10053538","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

在卫生信息系统中,目前的互操作性问题由区块链技术(BT)解决。此外,区块链技术提供了高科技标准,确保医疗保健提供者、医疗保健组织、个人和医疗专家之间安全共享计算机化的医疗保健信息。在医疗保健管理中,医疗物联网(IoMT)设备可以共享来自待调查和准备的患者的感官信息。然而,在IoMT设备中,患者健康信息传输的保密性在一系列物质区域内仍然是一个主要问题。为了克服这些挑战,提出了一种有效的BES_SecDataSharing方法,用于IoMT中与区块链的数据安全共享。提议的BES_SecDataSharing方法中涉及的实体是数据所有者、数据用户、云用户、属性权限和区块链。该方法包括初始化阶段、注册阶段、密钥发布阶段、数据保存阶段、身份验证阶段和数据共享阶段六个阶段。所提出的BES_SecDataSharing方法的最小内存使用量为85 MB,验证时间为28.767秒,归一化方差为1.594。此外,该方法获得了0.787的最大条件隐私。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A Secure Data Sharing Framework with Blockchain in IoMT using Bald Eagle Search Optimization
In health information systems, present interoperability problems are solved by blockchain technology (BT). Moreover, blockchain technology offers the high-tech standard that assures a secure sharing of computerized healthcare information among healthcare providers, medical care organizations, individuals, and medical experts. In healthcare management, Internet of medical things (IoMT) devices can share sensory information from patients to be investigated and prepared. However, in IoMT devices the secrecy of patients’ health information transmission is still a major problem within a range of material regions. In order to overcome such challenges, an effective BES_SecDataSharing method is proposed for securely sharing the data with blockchain in IoMT. The entities involved in the proposed BES_SecDataSharing method are data owner, data user, cloud user, attribute authority, and blockchain. Six stages are involved in this proposed method are initialization phase, registration phase, key issuance phase, data preservation phase, authentication phase, and data sharing phase. The proposed BES_SecDataSharing methods has attained a minimum memory usage of 85 MB, validation time of 28.767 Sec, and normalized variance of 1.594. In addition, the method has obtained a maximum conditional privacy of 0.787.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
5689
期刊最新文献
Circumvolution of Centre Pixel Algorithm in Pixel Value Differencing Steganography Model in the Spatial Domain Prevention of Aflatoxin in Peanut Using Naive Bayes Model Smart Energy Meter and Monitoring System using Internet of Things (IoT) Maximizing the Net Present Value of Resource-Constrained Project Scheduling Problems using Recurrent Neural Network with Genetic Algorithm Framework for Implementation of Personality Inventory Model on Natural Language Processing with Personality Traits Analysis
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1