Maneo Ntseliseng Ramahlosi and Adeyinka Ntseliseng Akanbi
Adv. Artif. Intell. Mach. Learn., 4 (2):2276-2289
Maneo Ntseliseng Ramahlosi : Central University of Technology
Adeyinka Ntseliseng Akanbi : Central University of Technology
DOI: https://dx.doi.org/10.54364/AAIML.2024.42131
Article History: Received on: 29-Feb-24, Accepted on: 12-May-24, Published on: 27-May-24
Corresponding Author: Maneo Ntseliseng Ramahlosi
Email: ramahlosi@gmail.com
Citation: Maneo Ntseliseng Ramahlosi, Adeyinka Akanbi (2024). Application of Blockchain in Managing Security Challenges Confronting the Adoption of 4IR in Smart Environments. Adv. Artif. Intell. Mach. Learn., 4 (2 ):2276-2289
Occurrences of hacking
intentions and privacy violations make digital trust a major challenge. This is
true in the smart environment domain, where captured or recorded datasets serve
as inputs for predictions and monitoring systems and must comply with many
regulations due to the sensitivity of the predictions. This study explores how
the application of Blockchain technology/solution, could be used to manage or
mitigate the security challenges comforting smart environments and by extension
a multi-hazard early warning system. In this paper, the security concerns from
the adoption of smart environments are discussed and the mitigating factors are
presented. The proposed model utilizes the inherent security features of Blockchain
technology to address the security and privacy concerns that arise in data
pipelines. The model is designed to ensure data integrity, confidentiality, and
authenticity in a decentralized manner. The model is evaluated in a hybrid
environment using a prototype implementation and simulation experiments with
outcomes that demonstrate advantages over traditional approaches for a
tamper-proof and immutable data pipeline for data authenticity and integrity
using a confidential ledger.