An Improved AI-Based Secure M-Trust Privacy Protocol for Medical Internet of Things in Smart Healthcare System

被引:5
|
作者
Sankaran, K. Sakthidasan [1 ]
Kim, Tai-Hoon [2 ]
Renjith, P. N. [3 ]
机构
[1] Hindustan Inst Technol & Sci, Dept Elect & Commun Engn, Chennai 603103, India
[2] Chonnam Natl Univ, Sch Elect & Comp Engn, Yeosu Campus, Yeosu 59626, Jeonnam, South Korea
[3] Vellore Inst Technol, Sch Comp Sci & Engn, Chennai 600127, India
关键词
Cryptography; machine learning (ML); Medical Internet of Things (MIoT); trust-based security; wireless sensor networks; MANAGEMENT; SCHEME;
D O I
10.1109/JIOT.2023.3280592
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Medical Internet of Things (MIoT) is a rapidly growing field that promises to revolutionize health care. The ability to connect devices and collect data from them has the potential to transform the way it monitors and treat patients. However, the security and privacy of this data is a major concern. The cryptography and other conventional methods for security in resource constrained MIoT has several shortcomings. First, it does not provide adequate protection for patient data. Second, it is not designed to work with the large number of devices and huge volumes of data that are typically generated in MIoT applications. In this article, secure M-Trust privacy protocol (SMP) has been designed to address these issues. The SMP protocol uses a combination of trust, cryptographic, and machine learning techniques to provide security and privacy for data in transit. The SMP protocol has been designed to work with the smart health care monitoring system to provide a secure and private communication channel between devices in the system. The SMP protocol is an improvement over the existing security and privacy protocols for medical data. The simulation results proves that the SMP protocol is more efficient and scalable than the existing protocols. The SMP protocol is a valuable addition to the MIoT landscape and can help improve the privacy of data exchanged between medical devices.
引用
收藏
页码:18477 / 18485
页数:9
相关论文
共 50 条
  • [1] A smart secure healthcare monitoring system with Internet of Medical Things
    Shreya, Shashi
    Chatterjee, Kakali
    Singh, Ashish
    COMPUTERS & ELECTRICAL ENGINEERING, 2022, 101
  • [2] A Comprehensive Survey of the Internet of Things (IoT) and AI-Based Smart Healthcare
    Alshehri, Fatima
    Muhammad, Ghulam
    IEEE ACCESS, 2021, 9 (09): : 3660 - 3678
  • [3] Internet of Things for sustaining a smart and secure healthcare system
    Singh, Prabh Deep
    Dhiman, Gaurav
    Sharma, Rohit
    SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2022, 33
  • [4] AI-Based Intrusion Detection for a Secure Internet of Things (IoT)
    Aljohani, Reham
    Bushnag, Anas
    Alessa, Ali
    JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2024, 32 (03)
  • [6] RPL*: An Explainable AI-based routing protocol for Internet of Mobile Things
    Budania, Sumitra
    Shenoy, Meetha, V
    INTERNET OF THINGS, 2024, 27
  • [7] Secure Decision Approach for Internet of Healthcare Things Smart-System-Based Blockchain
    Zaidan, A. A.
    Alsattar, H. A.
    Qahtan, Sarah
    Deveci, Muhammet
    Pamucar, Dragan
    Gupta, Brij B.
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (24) : 21647 - 21655
  • [8] A Privacy-Preserving Internet of Things Smart Healthcare Financial System
    Singh, Rajani
    Dwivedi, Ashutosh Dhar
    Srivastava, Gautam
    Chatterjee, Pushpita
    Lin, Jerry Chun-Wei
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (21) : 18452 - 18460
  • [9] Smart Mutual Authentication Protocol for Cloud Based Medical Healthcare Systems Using Internet of Medical Things
    Deebak, B. D.
    Al-Turjman, Fadi
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (02) : 346 - 360
  • [10] Trust and Mobility-Based Protocol for Secure Routing in Internet of Things
    Muzammal, Syeda Mariam
    Murugesan, Raja Kumar
    Jhanjhi, N. Z.
    Hossain, M. Shamim
    Yassine, Abdulsalam
    SENSORS, 2022, 22 (16)