Cargando…

HealthLock: Blockchain-Based Privacy Preservation Using Homomorphic Encryption in Internet of Things Healthcare Applications

The swift advancement of the Internet of Things (IoT), coupled with the growing application of healthcare software in this area, has given rise to significant worries about the protection and confidentiality of critical health data. To address these challenges, blockchain technology has emerged as a...

Descripción completa

Detalles Bibliográficos
Autores principales: Ali, Aitizaz, Al-rimy, Bander Ali Saleh, Alsubaei, Faisal S., Almazroi, Abdulwahab Ali, Almazroi, Abdulaleem Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422473/
https://www.ncbi.nlm.nih.gov/pubmed/37571545
http://dx.doi.org/10.3390/s23156762
_version_ 1785089219034611712
author Ali, Aitizaz
Al-rimy, Bander Ali Saleh
Alsubaei, Faisal S.
Almazroi, Abdulwahab Ali
Almazroi, Abdulaleem Ali
author_facet Ali, Aitizaz
Al-rimy, Bander Ali Saleh
Alsubaei, Faisal S.
Almazroi, Abdulwahab Ali
Almazroi, Abdulaleem Ali
author_sort Ali, Aitizaz
collection PubMed
description The swift advancement of the Internet of Things (IoT), coupled with the growing application of healthcare software in this area, has given rise to significant worries about the protection and confidentiality of critical health data. To address these challenges, blockchain technology has emerged as a promising solution, providing decentralized and immutable data storage and transparent transaction records. However, traditional blockchain systems still face limitations in terms of preserving data privacy. This paper proposes a novel approach to enhancing privacy preservation in IoT-based healthcare applications using homomorphic encryption techniques combined with blockchain technology. Homomorphic encryption facilitates the performance of calculations on encrypted data without requiring decryption, thus safeguarding the data’s privacy throughout the computational process. The encrypted data can be processed and analyzed by authorized parties without revealing the actual contents, thereby protecting patient privacy. Furthermore, our approach incorporates smart contracts within the blockchain network to enforce access control and to define data-sharing policies. These smart contracts provide fine-grained permission settings, which ensure that only authorized entities can access and utilize the encrypted data. These settings protect the data from being viewed by unauthorized parties. In addition, our system generates an audit record of all data transactions, which improves both accountability and transparency. We have provided a comparative evaluation with the standard models, taking into account factors such as communication expense, transaction volume, and security. The findings of our experiments suggest that our strategy protects the confidentiality of the data while at the same time enabling effective data processing and analysis. In conclusion, the combination of homomorphic encryption and blockchain technology presents a solution that is both resilient and protective of users’ privacy for healthcare applications integrated with IoT. This strategy offers a safe and open setting for the management and exchange of sensitive patient medical data, while simultaneously preserving the confidentiality of the patients involved.
format Online
Article
Text
id pubmed-10422473
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-104224732023-08-13 HealthLock: Blockchain-Based Privacy Preservation Using Homomorphic Encryption in Internet of Things Healthcare Applications Ali, Aitizaz Al-rimy, Bander Ali Saleh Alsubaei, Faisal S. Almazroi, Abdulwahab Ali Almazroi, Abdulaleem Ali Sensors (Basel) Article The swift advancement of the Internet of Things (IoT), coupled with the growing application of healthcare software in this area, has given rise to significant worries about the protection and confidentiality of critical health data. To address these challenges, blockchain technology has emerged as a promising solution, providing decentralized and immutable data storage and transparent transaction records. However, traditional blockchain systems still face limitations in terms of preserving data privacy. This paper proposes a novel approach to enhancing privacy preservation in IoT-based healthcare applications using homomorphic encryption techniques combined with blockchain technology. Homomorphic encryption facilitates the performance of calculations on encrypted data without requiring decryption, thus safeguarding the data’s privacy throughout the computational process. The encrypted data can be processed and analyzed by authorized parties without revealing the actual contents, thereby protecting patient privacy. Furthermore, our approach incorporates smart contracts within the blockchain network to enforce access control and to define data-sharing policies. These smart contracts provide fine-grained permission settings, which ensure that only authorized entities can access and utilize the encrypted data. These settings protect the data from being viewed by unauthorized parties. In addition, our system generates an audit record of all data transactions, which improves both accountability and transparency. We have provided a comparative evaluation with the standard models, taking into account factors such as communication expense, transaction volume, and security. The findings of our experiments suggest that our strategy protects the confidentiality of the data while at the same time enabling effective data processing and analysis. In conclusion, the combination of homomorphic encryption and blockchain technology presents a solution that is both resilient and protective of users’ privacy for healthcare applications integrated with IoT. This strategy offers a safe and open setting for the management and exchange of sensitive patient medical data, while simultaneously preserving the confidentiality of the patients involved. MDPI 2023-07-28 /pmc/articles/PMC10422473/ /pubmed/37571545 http://dx.doi.org/10.3390/s23156762 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ali, Aitizaz
Al-rimy, Bander Ali Saleh
Alsubaei, Faisal S.
Almazroi, Abdulwahab Ali
Almazroi, Abdulaleem Ali
HealthLock: Blockchain-Based Privacy Preservation Using Homomorphic Encryption in Internet of Things Healthcare Applications
title HealthLock: Blockchain-Based Privacy Preservation Using Homomorphic Encryption in Internet of Things Healthcare Applications
title_full HealthLock: Blockchain-Based Privacy Preservation Using Homomorphic Encryption in Internet of Things Healthcare Applications
title_fullStr HealthLock: Blockchain-Based Privacy Preservation Using Homomorphic Encryption in Internet of Things Healthcare Applications
title_full_unstemmed HealthLock: Blockchain-Based Privacy Preservation Using Homomorphic Encryption in Internet of Things Healthcare Applications
title_short HealthLock: Blockchain-Based Privacy Preservation Using Homomorphic Encryption in Internet of Things Healthcare Applications
title_sort healthlock: blockchain-based privacy preservation using homomorphic encryption in internet of things healthcare applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422473/
https://www.ncbi.nlm.nih.gov/pubmed/37571545
http://dx.doi.org/10.3390/s23156762
work_keys_str_mv AT aliaitizaz healthlockblockchainbasedprivacypreservationusinghomomorphicencryptionininternetofthingshealthcareapplications
AT alrimybanderalisaleh healthlockblockchainbasedprivacypreservationusinghomomorphicencryptionininternetofthingshealthcareapplications
AT alsubaeifaisals healthlockblockchainbasedprivacypreservationusinghomomorphicencryptionininternetofthingshealthcareapplications
AT almazroiabdulwahabali healthlockblockchainbasedprivacypreservationusinghomomorphicencryptionininternetofthingshealthcareapplications
AT almazroiabdulaleemali healthlockblockchainbasedprivacypreservationusinghomomorphicencryptionininternetofthingshealthcareapplications