Developing a security enhancement for healthcare applications using blockchain-based firefly-optimized elliptic curve digital signature algorithm

IF 1.6 Q2 ENGINEERING, MULTIDISCIPLINARY International Journal of System Assurance Engineering and Management Pub Date : 2024-08-29 DOI:10.1007/s13198-024-02444-2
K. Britto Alex, K. Selvan
{"title":"Developing a security enhancement for healthcare applications using blockchain-based firefly-optimized elliptic curve digital signature algorithm","authors":"K. Britto Alex, K. Selvan","doi":"10.1007/s13198-024-02444-2","DOIUrl":null,"url":null,"abstract":"<p>Presently the growing digitalization of healthcare systems implies appropriate safety measures that are necessary to protect sensitive patient data and the accuracy of medical records. During this paper, an individual blockchain-based security upgrade plan customized for healthcare applications is proposed. The blockchain is a distributed ledger technology that is secure and distributed. Initially, we gathered the healthcare dataset from standardization was used to create effective data partitioning and for image de-noising and quality improvement, blur-removal is first accomplished in raw samples using standardization. To suggest an encryption scheme that relies on blockchain technology to improve data transmission security, this study demonstrates the fundamentals of contemporary cryptography by introducing a revolutionary technique that enhances the integration of the Firefly optimized Elliptic Curve Digital Signature Algorithm (FOECDSA) with lightweight advanced decryption. FOECDSA improves digital signature efficiency by optimizing elliptic curve parameters using the firefly method. Its use in healthcare systems enhances security and computational efficiency, guaranteeing strong protection of sensitive patient data in blockchain-based environments. In this study, Microsoft’s SQL server is used to manage and store structured data. The simulated results demonstrated that the suggested method’s enhanced identification outcomes, as measured by Encryption Time (22.27), decryption Time (22.76), Execution time (47.35), and Security Level (99) metrics, are compared to the existing methods. The enhanced encryption methodology is assessed and tested using particular standard parameters, and the suggested approach is contrasted with the current procedures.</p>","PeriodicalId":14463,"journal":{"name":"International Journal of System Assurance Engineering and Management","volume":"26 1","pages":""},"PeriodicalIF":1.6000,"publicationDate":"2024-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of System Assurance Engineering and Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s13198-024-02444-2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

Presently the growing digitalization of healthcare systems implies appropriate safety measures that are necessary to protect sensitive patient data and the accuracy of medical records. During this paper, an individual blockchain-based security upgrade plan customized for healthcare applications is proposed. The blockchain is a distributed ledger technology that is secure and distributed. Initially, we gathered the healthcare dataset from standardization was used to create effective data partitioning and for image de-noising and quality improvement, blur-removal is first accomplished in raw samples using standardization. To suggest an encryption scheme that relies on blockchain technology to improve data transmission security, this study demonstrates the fundamentals of contemporary cryptography by introducing a revolutionary technique that enhances the integration of the Firefly optimized Elliptic Curve Digital Signature Algorithm (FOECDSA) with lightweight advanced decryption. FOECDSA improves digital signature efficiency by optimizing elliptic curve parameters using the firefly method. Its use in healthcare systems enhances security and computational efficiency, guaranteeing strong protection of sensitive patient data in blockchain-based environments. In this study, Microsoft’s SQL server is used to manage and store structured data. The simulated results demonstrated that the suggested method’s enhanced identification outcomes, as measured by Encryption Time (22.27), decryption Time (22.76), Execution time (47.35), and Security Level (99) metrics, are compared to the existing methods. The enhanced encryption methodology is assessed and tested using particular standard parameters, and the suggested approach is contrasted with the current procedures.

Abstract Image

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
使用基于区块链的萤火虫优化椭圆曲线数字签名算法开发医疗保健应用的安全增强功能
目前,医疗保健系统日益数字化,这意味着必须采取适当的安全措施,以保护敏感的患者数据和医疗记录的准确性。本文提出了一个为医疗保健应用定制的基于区块链的安全升级计划。区块链是一种分布式账本技术,具有安全性和分布性。最初,我们从标准化中收集医疗数据集,用于创建有效的数据分区,并为图像去噪和质量改进,首先使用标准化在原始样本中完成模糊去除。为了提出一种依靠区块链技术提高数据传输安全性的加密方案,本研究通过引入一种革命性的技术,将萤火虫优化椭圆曲线数字签名算法(FOECDSA)与轻量级高级解密相结合,展示了当代密码学的基本原理。FOECDSA 通过使用萤火虫方法优化椭圆曲线参数来提高数字签名效率。它在医疗系统中的应用提高了安全性和计算效率,保证了在基于区块链的环境中对敏感患者数据的有力保护。本研究使用微软的 SQL 服务器来管理和存储结构化数据。模拟结果表明,与现有方法相比,建议方法的识别结果增强了,具体指标包括加密时间(22.27)、解密时间(22.76)、执行时间(47.35)和安全级别(99)。使用特定标准参数对增强型加密方法进行了评估和测试,并将建议的方法与现有程序进行了对比。
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 去求助
来源期刊
CiteScore
4.30
自引率
10.00%
发文量
252
期刊介绍: This Journal is established with a view to cater to increased awareness for high quality research in the seamless integration of heterogeneous technologies to formulate bankable solutions to the emergent complex engineering problems. Assurance engineering could be thought of as relating to the provision of higher confidence in the reliable and secure implementation of a system’s critical characteristic features through the espousal of a holistic approach by using a wide variety of cross disciplinary tools and techniques. Successful realization of sustainable and dependable products, systems and services involves an extensive adoption of Reliability, Quality, Safety and Risk related procedures for achieving high assurancelevels of performance; also pivotal are the management issues related to risk and uncertainty that govern the practical constraints encountered in their deployment. It is our intention to provide a platform for the modeling and analysis of large engineering systems, among the other aforementioned allied goals of systems assurance engineering, leading to the enforcement of performance enhancement measures. Achieving a fine balance between theory and practice is the primary focus. The Journal only publishes high quality papers that have passed the rigorous peer review procedure of an archival scientific Journal. The aim is an increasing number of submissions, wide circulation and a high impact factor.
期刊最新文献
Vision-based gait analysis to detect Parkinson’s disease using hybrid Harris hawks and Arithmetic optimization algorithm with Random Forest classifier Zero crossing point detection in a distorted sinusoidal signal using random forest classifier FL-XGBTC: federated learning inspired with XG-boost tuned classifier for YouTube spam content detection A generalized product adoption model under random marketing conditions Assessing e-learning platforms in higher education with reference to student satisfaction: a PLS-SEM approach
×
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