<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>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.</p>
</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.

Blockchain-Based Smart Home Network Security through ML

ICFAI tech school, ICFAI University Ranchi

Department of Computer engineering and application

Journal of Smart Internet of Things

This work is licensed under the Creative Commons Attribution 4.0 International License.

{"article-title":"Blockchain-Based Smart Home Network Security through ML"}

Due in large part to the Internet of Things’ (IoT) anticipated enormous scope and extensive implementation, achieving safe and private communications on the...

Blockchain-Based Smart Home Network Security through ML

Publicado en línea: 15 dic 2022

Páginas: 1 - 9

Recibido: 20 ago 2022

Aceptado: 21 oct 2022

DOI: https://doi.org/10.2478/jsiot-2022-0001

Palabras clave
smart home, data, AI, blockchain, smart city, automation

© 2022 Anurag Sinha et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Blockchain-Based Smart Home Network Security through ML

Publicado en línea: 15 dic 2022

Páginas: 1 - 9

Recibido: 20 ago 2022

Aceptado: 21 oct 2022

DOI: https://doi.org/10.2478/jsiot-2022-0001

Palabras clavesmart home, data, AI, blockchain, smart city, automation

© 2022 Anurag Sinha et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Palabras clave
smart home, data, AI, blockchain, smart city, automation