Securing Fog Computing for Internet of Things Applications: Challenges and Solutions

被引:392
|
作者
Ni, Jianbing [1 ]
Zhang, Kuan [2 ]
Lin, Xiaodong [3 ]
Shen, Xuemin [1 ]
机构
[1] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
[2] Univ Nebraska, Dept Elect & Comp Engn, Omaha, NE 68182 USA
[3] Wilfrid Laurier Univ, Dept Phys & Comp Sci, Waterloo, ON N2L 3C5, Canada
来源
基金
中国国家自然科学基金;
关键词
Fog computing; Internet of Things; edge computing; security and privacy; TRUST MANAGEMENT; AGGREGATION SCHEME; PRIVACY; NETWORKS; AUTHENTICATION; EFFICIENT; SYSTEMS; IOT; PROTOCOLS;
D O I
10.1109/COMST.2017.2762345
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Internet of Things (IoT) allows billions of physical objects to be connected to collect and exchange data for offering various applications, such as environmental monitoring, infrastructure management, and home automation. On the other hand, IoT has unsupported features (e.g., low latency, location awareness, and geographic distribution) that are critical for some IoT applications, including smart traffic lights, home energy management and augmented reality. To support these features, fog computing is integrated into IoT to extend computing, storage and networking resources to the network edge. Unfortunately, it is confronted with various security and privacy risks, which raise serious concerns towards users. In this survey, we review the architecture and features of fog computing and study critical roles of fog nodes, including real-time services, transient storage, data dissemination and decentralized computation. We also examine fog-assisted IoT applications based on different roles of fog nodes. Then, we present security and privacy threats towards IoT applications and discuss the security and privacy requirements in fog computing. Further, we demonstrate potential challenges to secure fog computing and review the state-of-the-art solutions used to address security and privacy issues in fog computing for IoT applications. Finally, by defining several open research issues, it is expected to draw more attention and efforts into this new architecture.
引用
收藏
页码:601 / 628
页数:28
相关论文
共 50 条
  • [1] Securing the Internet of Things: Challenges, threats and solutions
    Grammatikis, Panagiotis I. Radoglou
    Sarigiannidis, Panagiotis G.
    Moscholios, Ioannis D.
    [J]. INTERNET OF THINGS, 2019, 5 : 41 - 70
  • [2] Fog Computing Framework for Internet of Things Applications
    Al-Khafajiy, Mohammed
    Baker, Thar
    Al-Libawy, Hilal
    Waraich, Atif
    Chalmers, Carl
    Alfandi, Omar
    [J]. 2018 11TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2018), 2018, : 71 - 77
  • [3] Fog Computing for the Internet of Mobile Things: issues and challenges
    Puliafito, Carlo
    Mingozzi, Enzo
    Anastasi, Giuseppe
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP), 2017, : 283 - 288
  • [4] Collaborative Edge Computing for Social Internet of Things: Applications, Solutions, and Challenges
    Dong, Peiran
    Ge, Jingyi
    Wang, Xiaojie
    Guo, Song
    [J]. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 9 (01): : 291 - 301
  • [5] Security and Privacy Challenges for Internet-of-Things and Fog Computing
    Liu, Ximeng
    Yang, Yang
    Choo, Kim-Kwang Raymond
    Wang, Huaqun
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2018,
  • [6] Emerging Trends and Challenges in Fog and Edge Computing for the Internet of Things
    Confais, Bastien
    Parrein, Benoit
    [J]. IOT, 2022, 3 (01): : 145 - 146
  • [7] Challenges to Securing the Internet of Things
    Stout, William M. S.
    Urias, Vincent E.
    [J]. 2016 IEEE INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY (ICCST), 2016, : 1 - 8
  • [8] Fog computing in internet of things: Practical applications and future directions
    Naeem, Rida Zojaj
    Bashir, Saman
    Amjad, Muhammad Faisal
    Abbas, Haider
    Afzal, Hammad
    [J]. PEER-TO-PEER NETWORKING AND APPLICATIONS, 2019, 12 (05) : 1236 - 1262
  • [9] Fog computing in internet of things: Practical applications and future directions
    Rida Zojaj Naeem
    Saman Bashir
    Muhammad Faisal Amjad
    Haider Abbas
    Hammad Afzal
    [J]. Peer-to-Peer Networking and Applications, 2019, 12 : 1236 - 1262
  • [10] Challenges and Solutions for Applications and Technologies in the Internet of Things
    Albishi, Saad
    Soh, Ben
    Ullah, Azmat
    Algarni, Fahad
    [J]. 4TH INFORMATION SYSTEMS INTERNATIONAL CONFERENCE (ISICO 2017), 2017, 124 : 608 - 614