BDN-GWMNN: Internet of Things (IoT) Enabled Secure Smart City Applications

被引:13
作者
Peneti, Subhashini [1 ]
Sunil Kumar, M. [2 ]
Kallam, Suresh [2 ]
Patan, Rizwan [3 ]
Bhaskar, Vidhyacharan [4 ]
Ramachandran, Manikandan [5 ]
机构
[1] MLRInst Technol, Dept CSE, Hyderabad, Telangana, India
[2] SreeVidyanikethan Engn Coll Autonomous, Dept CSE, Tirupati 517102, Andhra Pradesh, India
[3] Velagapudi Ramakrishna Siddhartha Engn Coll, Vijayawada 520007, Andhra Pradesh, India
[4] San Francisco State Univ, Dept Elect & Comp Engn, San Francisco, CA 94132 USA
[5] SASTRA Deemed Univ, Sch Comp, Thanjavur, India
关键词
Internet of things (IoT); Smart city; Blockchain defined networks (BDN) with grey wolf optimized modular neural network (GWMNN); Security and privacy;
D O I
10.1007/s11277-021-08339-w
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Nowadays, next-generation networks such as the Internet of Things (IoT) and 6G are played a vital role in providing an intelligent environment. The development of technologies helps to create smart city applications like the healthcare system, smart industry, and smart water plan, etc. Any user accesses the developed applications; at the time, security, privacy, and confidentiality arechallenging to manage. So, this paper introduces the blockchain-defined networks with a grey wolf optimized modular neural network approach for managing the smart environment security. During this process, construction, translation, and application layers are created, in which user authenticated based blocks are designed to handle the security and privacy property. Then the optimized neural network is applied to maintain the latency and computational resource utilization in IoT enabled smart applications. Then the efficiency of the system is evaluated using simulation results, in which system ensures low latency, high security (99.12%) compared to the multi-layer perceptron, and deep learning networks.
引用
收藏
页码:2469 / 2485
页数:17
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