An Edge-Driven Security Framework for Intelligent Internet of Things

被引：19
|
作者：
Dai, Minghui [1 ]
Su, Zhou [2 ]
Li, Ruidong [3 ]
Wang, Yuntao [4 ]
Ni, Jianbing [5 ]
Fang, Dongfeng [6 ]
机构：
[1] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai, Peoples R China
[2] Shanghai Univ, Shanghai, Peoples R China
[3] Natl Inst Informat & Commun Technol, Tokyo, Japan
[4] Xi An Jiao Tong Univ, Sch Cyber Sci & Engn, Xian, Peoples R China
[5] Queens Univ, Dept Elect & Comp Engn, Kingston, ON, Canada
[6] Calif Polytech State Univ San Luis Obispo, Dept Comp Sci & Software Engn, San Luis Obispo, CA USA
来源：
IEEE NETWORK | 2020年 / 34卷 / 05期
关键词：
Internet of Things; Cloud computing; Security; Edge computing; Servers; Logistics; Image edge detection; FOG; CHALLENGES;
D O I：
10.1109/MNET.011.2000068
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
The rise of the intelligent Internet of Things (IoT) promotes the development of emerging technologies and industries with the integration of edge computing and cloud computing. This integrated paradigm becomes a promising prospect to continuously expand the service capabilities of IoT. However, edge-driven intelligent IoT systems raises serious security issues as the systems are prone to be compromised by malicious attacks. In this article, an edge-driven security framework is investigated for intelligent IoT systems. First, we introduce the architecture of edge-driven intelligent IoT, and present typical edge-driven intelligent IoT applications. Second, we point out the security threats in edge-driven intelligent IoT in terms of attack behaviors of adversaries. Third, we develop a case study of edge-driven intelligent IoT from the security perspective. Finally, we discuss future research directions in this emerging area.
引用
收藏
页码：39 / 45
页数：7
相关论文
共 50 条
  • [1] Intelligent Cooperative Edge Computing in Internet of Things
    Gong, Chao
    Lin, Fuhong
    Gong, Xiaowen
    Lu, Yueming
    IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (10) : 9372 - 9382
  • [2] EdgeSOM: Distributed Hierarchical Edge-driven IoT Data Analytics Framework
    Bagher, Kassem
    Khalil, Ibrahim
    Alabdulatif, Abdulatif
    Atiquzzaman, Mohammed
    COMPUTER COMMUNICATIONS, 2021, 172 : 64 - 74
  • [3] Intelligent Mobile Edge Computing Networks for Internet of Things
    Chen, Liming
    Kuang, Xiaoyun
    Zhu, Fusheng
    Xia, Junjuan
    IEEE ACCESS, 2021, 9 : 95665 - 95674
  • [4] Edge-Computing Architectures for Internet of Things Applications: A Survey
    Hamdan, Salam
    Ayyash, Moussa
    Almajali, Sufyan
    SENSORS, 2020, 20 (22) : 1 - 52
  • [5] Security in Edge-Centric Intelligent Internet of Vehicles: Issues and Remedies
    Adhikari, Mainak
    Munusamy, Ambigavathi
    Hazra, Abhishek
    Menon, Varun G.
    Anavangot, Vijay
    Puthal, Deepak
    IEEE CONSUMER ELECTRONICS MAGAZINE, 2022, 11 (06) : 24 - 31
  • [6] SecIoT: a security framework for the Internet of Things
    Huang, Xin
    Craig, Paul
    Lin, Hangyu
    Yan, Zheng
    SECURITY AND COMMUNICATION NETWORKS, 2016, 9 (16) : 3083 - 3094
  • [7] An Online Framework for Ephemeral Edge Computing in the Internet of Things
    Lee, Gilsoo
    Saad, Walid
    Bennis, Mehdi
    Kim, Cheonyong
    Jung, Minchae
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 22 (03) : 1992 - 2007
  • [8] A Survey on Security and Privacy Issues in Edge-Computing-Assisted Internet of Things
    Alwarafy, Abdulmalik
    Al-Thelaya, Khaled A.
    Abdallah, Mohamed
    Schneider, Jens
    Hamdi, Mounir
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (06) : 4004 - 4022
  • [9] A Developer Driven Framework for Security and Privacy in the Internet of Medical Things
    Treacy, Ceara
    Loane, John
    McCaffery, Fergal
    SYSTEMS, SOFTWARE AND SERVICES PROCESS IMPROVEMENT (EUROSPI 2020), 2020, 1251 : 107 - 119
  • [10] Security in Internet of Things: A Review
    Khan, Naqash Azeem
    Awang, Azlan
    Karim, Samsul Ariffin Abdul
    IEEE ACCESS, 2022, 10 : 104649 - 104670
12345