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Blockchain-Based Smart Home Network Security through ML Cover

Blockchain-Based Smart Home Network Security through ML

Open Access
|Dec 2022

Abstract

Due in large part to the Internet of Things’ (IoT) anticipated enormous scope and extensive implementation, achieving safe and private communications on the IoT is difficult. Recent initiatives have investigated the use of blockchain technology to enable decentralized protection and privacy. Such methods, however, are prohibitive for the bulk of IoT applications due to their high computational and time requirements. We specifically offer a resource-efficient, blockchain-based IoT security and privacy solution in this study. The approach is made achievable by utilizing Deep Extreme Learning Machine in combination with unique computational resource exploitation in a typical IoT context (such as smart houses) (DELM). In the proposed method, the privacy, integrity, and accessibility of the Blockchain based Architecture of Smart Homes are prudently considered while assessing the reliability of the system. The overheads caused this strategy are negligible with respect to the security and privacy benefits, we further underline by presenting simulated findings.

Language: English
Page range: 1 - 9
Submitted on: Aug 20, 2022
Accepted on: Oct 21, 2022
Published on: Dec 15, 2022
Published by: Future Sciences For Digital Publishing
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2022 Anurag Sinha, Pooja Jha, Biresh Kumar, Aditya Mishra, Vaibhav Ujjwal, Anurag Singh, published by Future Sciences For Digital Publishing
This work is licensed under the Creative Commons Attribution 4.0 License.