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
  • [41] Secure medical data management with privacy-preservation and authentication properties in smart healthcare system
    Ji, Yanyan
    Chang, Jinyong
    Ren, Qiaochuan
    Xu, Maozhi
    Xue, Rui
    COMPUTER NETWORKS, 2022, 212
  • [42] Smart Autism Spectrum Disorder Learning System Based on Remote Edge Healthcare Clinics and Internet of Medical Things
    Mohammed, Mazin Abed
    Alyahya, Saleh
    Mukhlif, Abdulrahman Abbas
    Abdulkareem, Karrar Hameed
    Hamouda, Hassen
    Lakhan, Abdullah
    SENSORS, 2024, 24 (23)
  • [43] Privacy-Aware and AI Techniques for Healthcare Based on K-Anonymity Model in Internet of Things
    Sangaiah, Arun Kumar
    Javadpour, Amir
    Ja'fari, Forough
    Pinto, Pedro
    Chuang, Huan-Ming
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2024, 71 : 12448 - 12462
  • [44] AutoTrust: A privacy-enhanced trust-based intrusion detection approach for internet of smart things
    Awan, Kamran Ahmad
    Din, Ikram Ud
    Almogren, Ahmad
    Rodrigues, Joel J. P. C.
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2022, 137 : 288 - 301
  • [45] Smart Healthcare System Based on Cloud-Internet of Things and Deep Learning
    Guo, Benzhen
    Ma, Yanli
    Yang, Jingjing
    Wang, Zhihui
    JOURNAL OF HEALTHCARE ENGINEERING, 2021, 2021
  • [46] Platform for Integrating Internet of Things Based Smart Healthcare System and Blockchain Network
    Bhawiyuga, Adhitya
    Wardhana, Arya
    Amron, Kasyful
    Kirana, Annisa Puspa
    PROCEEDINGS OF 2019 6TH NATIONAL FOUNDATION FOR SCIENCE AND TECHNOLOGY DEVELOPMENT (NAFOSTED) CONFERENCE ON INFORMATION AND COMPUTER SCIENCE (NICS), 2019, : 55 - 60
  • [47] A Robust ECC-Based Provable Secure Authentication Protocol With Privacy Preserving for Industrial Internet of Things
    Li, Xiong
    Niu, Jianwei
    Bhuiyan, Md Zakirul Alam
    Wu, Fan
    Karuppiah, Marimuthu
    Kumari, Saru
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (08) : 3599 - 3609
  • [48] MSecTrust: A Mobility-Aware Secure Trust-Based Routing Protocol for RPL Based Internet of Things
    Prajisha, C.
    Vasudevan, A. R.
    JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2025, 33 (02)
  • [49] Cryptoanalysis on a Cloud-Centric Internet-of-Medical-Things-Enabled Smart Healthcare System
    Xu, Ronghua
    Ren, Qiaochuan
    IEEE ACCESS, 2022, 10 : 23618 - 23624
  • [50] Environmental Monitoring System for Smart City Based on Secure Internet of Things (IoT) Architecture
    Timothy Malche
    Priti Maheshwary
    Rakesh Kumar
    Wireless Personal Communications, 2019, 107 : 2143 - 2172