A Review of Privacy and Security of Edge Computing in Smart Healthcare Systems: Issues, Challenges, and Research Directions

被引:9
|
作者
Alzu'bi, Ahmad [1 ]
Alomar, Ala'a [1 ]
Alkhaza'leh, Shahed [1 ]
Abuarqoub, Abdelrahman [2 ]
Hammoudeh, Mohammad [3 ]
机构
[1] Jordan Univ Sci & Technol, Dept Comp Sci, Irbid 22110, Jordan
[2] Cardiff Metropolitan Univ, Cardiff Sch Technol, Cardiff, Wales
[3] King Fahd Univ Petr & Minerals, Dept Informat & Comp Sci, Dhahran 31261, Saudi Arabia
来源
TSINGHUA SCIENCE AND TECHNOLOGY | 2024年 / 29卷 / 04期
关键词
data privacy; edge computing; fog computing; healthcare systems; intelligent edges; OF-THE-ART; CLOUD; IOT; FRAMEWORK; MANAGEMENT; MODEL; REQUIREMENTS; SURVEILLANCE; ARCHITECTURE; ENCRYPTION;
D O I
10.26599/TST.2023.9010080
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The healthcare industry is rapidly adapting to new computing environments and technologies. With academics increasingly committed to developing and enhancing healthcare solutions that combine the Internet of Things (IoT) and edge computing, there is a greater need than ever to adequately monitor the data being acquired, shared, processed, and stored. The growth of cloud, IoT, and edge computing models presents severe data privacy concerns, especially in the healthcare sector. However, rigorous research to develop appropriate data privacy solutions in the healthcare sector is still lacking. This paper discusses the current state of privacy-preservation solutions in IoT and edge healthcare applications. It identifies the common strategies often used to include privacy by the intelligent edges and technologies in healthcare systems. Furthermore, the study addresses the technical complexity, efficacy, and sustainability limits of these methods. The study also highlights the privacy issues and current research directions that have driven the IoT and edge healthcare solutions, with which more insightful future applications are encouraged.
引用
收藏
页码:1152 / 1180
页数:29
相关论文
共 50 条
  • [1] Edge computing in smart health care systems: Review, challenges, and research directions
    Hartmann, Morghan
    Hashmi, Umair Sajid
    Imran, Ali
    TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2022, 33 (03)
  • [2] A key review on security and privacy of big data: issues, challenges, and future research directions
    Doygun Demirol
    Resul Das
    Davut Hanbay
    Signal, Image and Video Processing, 2023, 17 : 1335 - 1343
  • [3] A key review on security and privacy of big data: issues, challenges, and future research directions
    Demiroll, Doygun
    Das, Resul
    Hanbay, Davut
    SIGNAL IMAGE AND VIDEO PROCESSING, 2023, 17 (04) : 1335 - 1343
  • [4] Differential privacy in edge computing-based smart city Applications: Security issues, solutions and future directions
    Yao, Aiting
    Li, Gang
    Li, Xuejun
    Jiang, Frank
    Xu, Jia
    Liu, Xiao
    ARRAY, 2023, 19
  • [5] Security and Privacy of Smart Cities: A Survey, Research Issues and Challenges
    Sookhak, Mehdi
    Tang, Helen
    He, Ying
    Yu, F. Richard
    IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2019, 21 (02): : 1718 - 1743
  • [6] A Survey and Classification of Security and Privacy Research in Smart Healthcare Systems
    Algarni, Abdullah
    IEEE ACCESS, 2019, 7 : 101879 - 101894
  • [7] Intelligent Edge Computing: Security and Privacy Challenges
    Mukherjee, Mithun
    Matam, Rakesh
    Mavromoustakis, Constandinos X.
    Jiang, Hao
    Mastorakis, George
    Guo, Mian
    IEEE COMMUNICATIONS MAGAZINE, 2020, 58 (09) : 26 - 31
  • [8] Security and Privacy of Smart Cities: Issues and Challenges
    Sookhak, Mehdi
    Tang, Helen
    Yu, F. Richard
    IEEE 20TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS / IEEE 16TH INTERNATIONAL CONFERENCE ON SMART CITY / IEEE 4TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS), 2018, : 1350 - 1357
  • [9] An Overview of Fog Computing and Edge Computing Security and Privacy Issues
    Alwakeel, Ahmed M.
    SENSORS, 2021, 21 (24)
  • [10] Insights into security and privacy issues in smart healthcare systems based on medical images
    Yan, Fei
    Li, Nianqiao
    Iliyasu, Abdullah M.
    Salama, Ahmed S.
    Hirota, Kaoru
    JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2023, 78