Maintaining Security of Patient Data by Employing Private Blockchain and Fog Computing Technologies based on Internet of Medical Things

被引：0
|
作者：
Razzaq, Rasha Halim [1 ]
Al-Zubaidie, Mishall [1 ]
机构：
[1] Department of Computer Sciences, Education College for Pure Sciences, University of Thi-Qar, Nasiriyah,64001, Iraq
来源：
Informatica (Slovenia) | 2024年 / 48卷 / 12期
关键词：
The Internet of Medical Things (IoMT) is a vital component of the Internet of Things (IoT); and its importance lies in the urgent need for it and its provision of many medical services; such as examining and monitoring patients in hospitals and their homes. Given the presence of huge amounts of data based on the IoMT in the cloud system; data storage methods should witness a major revolution; and given the exposure of IoMT systems to electronic attacks; as recent studies have indicated; which makes them unsafe; data must be protected with security systems. In our work; we propose a Cryptography Health Security System (CryptoHSS) to support medical IoT security. Our proposed CryptoHSS relies on Decision Tree (DT); Naive Bayes (NB); Two-Fish; and Jellyfish algorithms within Private Blockchain (PBC) and Fog Computing to build robust security measures. The Two-Fish encryption algorithm is used to provide anonymity of medical information. In our proposed system; NB is used to quickly classify patient data; while DT is used to make accurate medical decisions based on the collected data. The Jellyfish algorithm was used to detect similarities between data and increase the security of data transmission within CryptoHSS. Two-Fish; NB; DT; and Jellyfish algorithms are designed to work in harmony with PBC. CryptoHSS distributes and manages peer-to-peer data in IoMT. The benefit of Fog Computing (FC) is that it speeds up the decision-making process without moving to distant clouds. We analyzed our system in terms of performance and security. Our results indicate that CryptoHSS provides lightweight operations to support complex security measures that qualify it to support health organizations. In terms of security; our system provides reliable security against attacks by keeping medical data encrypted and confidential; with the encryption and decryption rate with the Two-Fish algorithm reaching more than 98%; in addition to providing diagnosis of medical conditions and making appropriate medical decisions. © 2024 Slovene Society Informatika. All rights reserved;
D O I：
10.31449/inf.v48i12.6047
中图分类号：
学科分类号：
摘要：
引用
下载
收藏
页码：65 / 80
相关论文
共 50 条
  • [21] A private Ethereum blockchain implementation for secure data handling in Internet of Medical Things
    Mohan, Dheeraj
    Alwin, Lakshmi
    Neeraja, P.
    Lawrence, K. Deepak
    Pathari, Vinod
    Journal of Reliable Intelligent Environments, 2022, 8 (04) : 379 - 396
  • [22] Overview of Internet of Medical Things Security Based on Blockchain Access Control
    Liu, Yikai
    Ju, Fenglan
    Zhang, Qunwei
    Zhang, Meng
    Ma, Zezhong
    Li, Mingduo
    Yang, Aimin
    Liu, Fengchun
    JOURNAL OF DATABASE MANAGEMENT, 2023, 34 (03)
  • [23] FUSION-Fog Computing and Blockchain for Trusted Industrial Internet of Things
    Ceccarelli, Andrea
    Cinque, Marcello
    Esposito, Christian
    Foschini, Luca
    Giannelli, Carlo
    Lollini, Paolo
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2022, 69 (06) : 2944 - 2958
  • [24] Protecting the Internet of Things with Security-by-Contract and Fog Computing
    Giaretta, Alberto
    Dragoni, Nicola
    Massacci, Fabio
    2019 IEEE 5TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2019,
  • [25] Security and Privacy Challenges for Internet-of-Things and Fog Computing
    Liu, Ximeng
    Yang, Yang
    Choo, Kim-Kwang Raymond
    Wang, Huaqun
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2018,
  • [26] A scalable and lightweight group authentication framework for Internet of Medical Things using integrated blockchain and fog computing
    Alsaeed, Norah
    Nadeem, Farrukh
    Albalwy, Faisal
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2024, 151 : 162 - 181
  • [27] Towards smart technologies with integration of the internet of things, cloud computing, and fog computing
    Ahlawat C.
    Krishnamurthi R.
    International Journal of Networking and Virtual Organisations, 2023, 29 (01) : 73 - 124
  • [28] The security storage method of dynamic data in internet of things based on blockchain
    Sun, Li
    INTERNATIONAL JOURNAL OF AUTONOMOUS AND ADAPTIVE COMMUNICATIONS SYSTEMS, 2023, 16 (04) : 327 - 341
  • [29] Internet of Things Data Privacy and Security-Based on Blockchain Technology
    Raheem, Mohammed Talib
    Avci, Isa
    FORTHCOMING NETWORKS AND SUSTAINABILITY IN THE AIOT ERA, VOL 2, FONES-AIOT 2024, 2024, 1036 : 52 - 63
  • [30] Data security storage mechanism based on blockchain industrial Internet of Things
    Wang, Jin
    Chen, Jiahao
    Ren, Yongjun
    Sharma, Pradip Kumar
    Alfarraj, Osama
    Tolba, Amr
    COMPUTERS & INDUSTRIAL ENGINEERING, 2022, 164
12345