A Survey on IoT Security: Application Areas, Security Threats, and Solution Architectures

被引:645
|
作者
Hassija, Vikas [1 ]
Chamola, Vinay [2 ]
Saxena, Vikas [1 ]
Jain, Divyansh [1 ]
Goyal, Pranav [1 ]
Sikdar, Biplab [3 ]
机构
[1] Jaypee Inst Informat Technol, Dept CSE&IT, Noida 201309, India
[2] BITS, Dept EEE, Pilani 333031, Rajasthan, India
[3] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117583, Singapore
基金
新加坡国家研究基金会;
关键词
Internet of Things (IoT); IoT security; blockchain; fog computing; edge computing; machine learning; IoT applications; distributed systems; COMPUTING PARADIGM; AGGREGATION SCHEME; INTERNET; PRIVACY; BLOCKCHAIN; EDGE; CLOUD; THINGS; MANAGEMENT; AUTHENTICATION;
D O I
10.1109/ACCESS.2019.2924045
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 Internet of Things (IoT) is the next era of communication. Using the IoT, physical objects can be empowered to create, receive, and exchange data in a seamless manner. Various IoT applications focus on automating different tasks and are trying to empower the inanimate physical objects to act without any human intervention. The existing and upcoming IoT applications are highly promising to increase the level of comfort, efficiency, and automation for the users. To be able to implement such a world in an evergrowing fashion requires high security, privacy, authentication, and recovery from attacks. In this regard, it is imperative to make the required changes in the architecture of the IoT applications for achieving end-to-end secure IoT environments. In this paper, a detailed review of the security-related challenges and sources of threat in the IoT applications is presented. After discussing the security issues, various emerging and existing technologies focused on achieving a high degree of trust in the IoT applications are discussed. Four different technologies, blockchain, fog computing, edge computing, and machine learning, to increase the level of security in IoT are discussed.
引用
收藏
页码:82721 / 82743
页数:23
相关论文
共 50 条
  • [31] Blockchain in IoT Security: A Survey
    Alkurdi, Fahad
    Elgendi, Ibrahim
    Munasinghe, Kumudu S.
    Sharma, Dharmendra
    Jamalipour, Abbas
    2018 28TH INTERNATIONAL TELECOMMUNICATION NETWORKS AND APPLICATIONS CONFERENCE (ITNAC), 2018, : 296 - 299
  • [32] Security and Privacy in IoT: A Survey
    Chanal, Poornima M.
    Kakkasageri, Mahabaleshwar S.
    WIRELESS PERSONAL COMMUNICATIONS, 2020, 115 (02) : 1667 - 1693
  • [33] Security Taxonomy in IoT - A Survey
    Williams, Phillip
    Rojas, Pablo
    Bayoumi, Magdy
    2019 IEEE 62ND INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2019, : 560 - 565
  • [34] Harmonizing IoT-Architectures with Advanced Security Features - A Survey and Case Study
    Apiecionek, Lukasz
    Grossmann, Marcel
    Krieger, Udo R.
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2019, 25 (06) : 571 - 590
  • [35] Security and Privacy in IoT: A Survey
    Poornima M. Chanal
    Mahabaleshwar S. Kakkasageri
    Wireless Personal Communications, 2020, 115 : 1667 - 1693
  • [36] A Lightweight IoT Security Solution
    Yassine, Hicham
    Malli, Mohammad
    2019 15TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2019, : 567 - 572
  • [37] Cloud Security Threats and Solutions: A Survey
    Butt, Umer Ahmed
    Amin, Rashid
    Mehmood, Muhammad
    Aldabbas, Hamza
    Alharbi, Mafawez T.
    Albaqami, Nasser
    WIRELESS PERSONAL COMMUNICATIONS, 2023, 128 (01) : 387 - 413
  • [38] A survey of security threats in federated learning
    Feng, Yunhao
    Guo, Yanming
    Hou, Yinjian
    Wu, Yulun
    Lao, Mingrui
    Yu, Tianyuan
    Liu, Gang
    COMPLEX & INTELLIGENT SYSTEMS, 2025, 11 (02)
  • [39] Database Security Threats: A Survey Study
    Al-Sayid, Nedhal A.
    Aldlaeen, Dana
    2013 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (CSIT), 2013, : 60 - 64
  • [40] Cloud Security Threats and Solutions: A Survey
    Umer Ahmed Butt
    Rashid Amin
    Muhammad Mehmood
    Hamza Aldabbas
    Mafawez T. Alharbi
    Nasser Albaqami
    Wireless Personal Communications, 2023, 128 : 387 - 413