Blockchain-enabled bioacoustics signal authentication for cloud-based electronic medical records

In this paper, we explore Blockchain technology can be used to build a reliable decentralised authentication system. High security for the bioacoustics signal authentication mechanism is guaranteed by using an optimised number of secured features from the bioacoustics signal rather than conventional...

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Main Author: Mohammed Z.H.
Other Authors: Mahidol University
Format: Article
Published: 2023
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/82835
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spelling th-mahidol.828352023-05-26T00:09:04Z Blockchain-enabled bioacoustics signal authentication for cloud-based electronic medical records Mohammed Z.H. Mahidol University Engineering In this paper, we explore Blockchain technology can be used to build a reliable decentralised authentication system. High security for the bioacoustics signal authentication mechanism is guaranteed by using an optimised number of secured features from the bioacoustics signal rather than conventional biometric features for authentication, and by utilising a blockchain model to improve the robustness of multiple checks on the data. It allows for trustworthy authentication and the tracking of terminal activity. Then, light weighted cryptography (LWC) is developed to offer protection at each edge node and terminal. Finally, the belief propagation (BP) algorithm for retraining the features of the bioacoustics signal serves as the foundation for the catching method. It improves hit ratio while decreasing delay time. The experimental setup uses the bioacoustics signals for authentication instead of conventional biometric features, and the use of a blockchain model for data transparency improves the efficiency of multiple checks. When this happens, privacy and safety are both boosted. 2023-05-25T17:09:04Z 2023-05-25T17:09:04Z 2023-04-01 Article Measurement: Sensors Vol.26 (2023) 10.1016/j.measen.2023.100706 26659174 2-s2.0-85148359323 https://repository.li.mahidol.ac.th/handle/123456789/82835 SCOPUS
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Engineering
spellingShingle Engineering
Mohammed Z.H.
Blockchain-enabled bioacoustics signal authentication for cloud-based electronic medical records
description In this paper, we explore Blockchain technology can be used to build a reliable decentralised authentication system. High security for the bioacoustics signal authentication mechanism is guaranteed by using an optimised number of secured features from the bioacoustics signal rather than conventional biometric features for authentication, and by utilising a blockchain model to improve the robustness of multiple checks on the data. It allows for trustworthy authentication and the tracking of terminal activity. Then, light weighted cryptography (LWC) is developed to offer protection at each edge node and terminal. Finally, the belief propagation (BP) algorithm for retraining the features of the bioacoustics signal serves as the foundation for the catching method. It improves hit ratio while decreasing delay time. The experimental setup uses the bioacoustics signals for authentication instead of conventional biometric features, and the use of a blockchain model for data transparency improves the efficiency of multiple checks. When this happens, privacy and safety are both boosted.
author2 Mahidol University
author_facet Mahidol University
Mohammed Z.H.
format Article
author Mohammed Z.H.
author_sort Mohammed Z.H.
title Blockchain-enabled bioacoustics signal authentication for cloud-based electronic medical records
title_short Blockchain-enabled bioacoustics signal authentication for cloud-based electronic medical records
title_full Blockchain-enabled bioacoustics signal authentication for cloud-based electronic medical records
title_fullStr Blockchain-enabled bioacoustics signal authentication for cloud-based electronic medical records
title_full_unstemmed Blockchain-enabled bioacoustics signal authentication for cloud-based electronic medical records
title_sort blockchain-enabled bioacoustics signal authentication for cloud-based electronic medical records
publishDate 2023
url https://repository.li.mahidol.ac.th/handle/123456789/82835
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