IoT and Big Data: An Architecture with Data Flow and Security Issues

被引:10
|
作者
Puthal, Deepak [1 ]
Ranjan, Rajiv [2 ]
Nepal, Surya [3 ]
Chen, Jinjun [4 ]
机构
[1] Univ Technol Sydney, Sch Comp & Commun, Ultimo, Australia
[2] Newcastle Univ, Sch Comp Sci, Newcastle Upon Tyne, Tyne & Wear, England
[3] CSIRO Data61, Canberra, ACT, Australia
[4] Swinburne Univ Technol, Swinburne Data Sci Res Inst, Melbourne, Vic, Australia
关键词
Internet of Things; Big data; Security; Security threats; Quality of Service; INTERNET; THINGS;
D O I
10.1007/978-3-319-67636-4_25
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Internet of Things (IoT) introduces a future vision where users, computer, computing devices and daily objects possessing sensing and actuating capabilities cooperate with unprecedented convenience and benefits. We are moving towards IoT trend, where the number of smart sensing devices deployed around the world is growing at a rapid speed. With considering the number of sources and types of data from smart sources, the sensed data tends to new trend of research i.e. big data. Security will be a fundamental enabling factor of most IoT applications and big data, mechanisms must also be designed to protect communications enabled by such technologies. This paper analyses existing protocols and mechanisms to secure the IoT and big data, as well as security threats in the domain. We have broadly divided the IoT architecture into several layers to define properties, security issues and related works to solve the security concerns.
引用
收藏
页码:243 / 252
页数:10
相关论文
共 50 条
  • [41] IoT and Data Security
    Michael, Vinay
    Kizhakkethottam, Jubilant J.
    JOURNAL OF POPULATION THERAPEUTICS AND CLINICAL PHARMACOLOGY, 2023, 30 (09): : E283 - E290
  • [42] Big Data Major Security Issues: Challenges and Defense Strategies
    Al-Zahrani, Adel
    Al-Hebbi, Mohammed
    TEHNICKI GLASNIK-TECHNICAL JOURNAL, 2022, 16 (02): : 197 - 204
  • [43] Investigating Big Data Healthcare Security Issues with Raspberry Pi
    Feng, Xiaohua
    Onafeso, Babatunde
    Liu, Enjie
    CIT/IUCC/DASC/PICOM 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY - UBIQUITOUS COMPUTING AND COMMUNICATIONS - DEPENDABLE, AUTONOMIC AND SECURE COMPUTING - PERVASIVE INTELLIGENCE AND COMPUTING, 2015, : 2333 - 2338
  • [44] Challenges and Solutions of Information Security Issues in the Age of Big Data
    Yang Mengke
    Zhou Xiaoguang
    Zeng Jianqiu
    Xu Jianjian
    CHINA COMMUNICATIONS, 2016, 13 (03) : 193 - 202
  • [45] Research on information security issues facing the era of big data
    Ma, Xiaoxing
    Wu, Di
    MATERIAL SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY II, 2014, 651-653 : 1913 - 1916
  • [46] Security Issues of Big Data Applications Served by Mobile Operators
    Dincer, Cem
    Akpolat, Gamze
    Zeydan, Engin
    2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2017,
  • [47] Challenges and Solutions of Information Security Issues in the Age of Big Data
    YANG Mengke
    ZHOU Xiaoguang
    ZENG Jianqiu
    XU Jianjian
    中国通信, 2016, 13 (03) : 193 - 202
  • [48] Security and scalability issues in big data analytics in heterogeneous networks
    Rao, S. Uma Maheswara
    Lakshmanan, L.
    SOFT COMPUTING, 2023,
  • [49] Big Data: Hadoop framework vulnerabilities, security issues and attacks
    Bhathal, Gurjit Singh
    Singh, Amardeep
    ARRAY, 2019, 1-2
  • [50] Fortifying big data infrastructures to face security and privacy issues
    Department of Electrical Engineering, Universitas Ahmad Dahlan, Yogyakarta, Indonesia
    不详
    不详
    Telkomnika Telecomun. Compt. Electr. Control, 4 (751-752):