AI-Enabled Blockchain-Based Access Control for Malicious Attacks Detection and Mitigation in IoE

被引:17
作者
Bera, Basudeb [1 ]
Das, Ashok Kumar [2 ]
Obaidat, Mohammad S. [3 ]
Vijayakumar, Pandi [4 ]
Hsiao, Kuei-Fang [5 ]
Park, YoungHo [6 ]
机构
[1] Int Inst Informat Technol, Hyderabad, India
[2] Int Inst Informat Technol, Ctr Secur Theory & Algorithm Res, Hyderabad, India
[3] Univ Sharjah, Coll Comp & Informat, Sharjah, U Arab Emirates
[4] Univ Coll Engn Tindivanam, Chennai, Tamil Nadu, India
[5] Univ Sharjah, Dept Informat Syst, Sharjah, U Arab Emirates
[6] Kyungpook Natl Univ, Sch Elect Engn, Daegu, South Korea
基金
新加坡国家研究基金会;
关键词
CONTROL SCHEME; SECURITY; INTERNET;
D O I
10.1109/MCE.2020.3040541
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In Internet of Everything (IoE), malicious attacks detection and mitigation are important issues. These issues can be resolved through an access control framework where two entities first authenticate each other prior to establishing any secret key for their secure communication. The sensing data of various smart devices in an IoE environment are processed securely at the nearby fog servers and at the same time legitimate users can also access the real-time data directly from designated smart devices through access control mechanism. We first discuss various attack trends in an IoE environment. After that, we discuss evolution of the blockchain technology in the IoE. An artificial intelligence based blockchain-envisioned access control framework for malicious attacks detection and mitigation has been suggested to secure the IoE environment. Finally, a blockchain-based implementation has been conducted on the proposed blockchain-envisioned access control framework for measuring the computational time needed for varying number of blocks mined in the blockchain and also for varying number of transactions per block.
引用
收藏
页码:82 / 92
页数:11
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  • [11] Security and Privacy by Design is Key in the Internet of Everything (IoE) Era
    Mohanty, Saraju P.
    [J]. IEEE CONSUMER ELECTRONICS MAGAZINE, 2020, 9 (02) : 4 - 5
  • [12] PUFchain: A Hardware-Assisted Blockchain for Sustainable Simultaneous Device and Data Security in the Internet of Everything (IoE)
    Mohanty, Saraju P.
    Yanambaka, Venkata P.
    Kougianos, Elias
    Puthal, Deepak
    [J]. IEEE CONSUMER ELECTRONICS MAGAZINE, 2020, 9 (02) : 8 - 16
  • [13] Detection and mitigation of sinkhole attacks in wireless sensor networks
    Shafiei, H.
    Khonsari, A.
    Derakhshi, H.
    Mousavi, P.
    [J]. JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 2014, 80 (03) : 644 - 653
  • [14] Blockchain-based decentralized and secure keyless signature scheme for smart grid
    Zhang, Hongwei
    Wang, Jinsong
    Ding, Yuemin
    [J]. ENERGY, 2019, 180 : 955 - 967
  • [15] Access control in wireless sensor networks
    Zhou, Yun
    Zhang, Yanchao
    Fang, Yuguang
    [J]. AD HOC NETWORKS, 2007, 5 (01) : 3 - 13