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A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds

With the emerging growth of digital data in information systems, technology faces the challenge of knowledge prevention, ownership rights protection, security, and privacy measurement of valuable and sensitive data. On-demand availability of various data as services in a shared and automated environ...

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Autores principales: Fatima, Mehvish, Nisar, Muhammad Wasif, Rashid, Junaid, Kim, Jungeun, Kamran, Muhammad, Hussain, Amir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619563/
https://www.ncbi.nlm.nih.gov/pubmed/34833723
http://dx.doi.org/10.3390/s21227647
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author Fatima, Mehvish
Nisar, Muhammad Wasif
Rashid, Junaid
Kim, Jungeun
Kamran, Muhammad
Hussain, Amir
author_facet Fatima, Mehvish
Nisar, Muhammad Wasif
Rashid, Junaid
Kim, Jungeun
Kamran, Muhammad
Hussain, Amir
author_sort Fatima, Mehvish
collection PubMed
description With the emerging growth of digital data in information systems, technology faces the challenge of knowledge prevention, ownership rights protection, security, and privacy measurement of valuable and sensitive data. On-demand availability of various data as services in a shared and automated environment has become a reality with the advent of cloud computing. The digital fingerprinting technique has been adopted as an effective solution to protect the copyright and privacy of digital properties from illegal distribution and identification of malicious traitors over the cloud. Furthermore, it is used to trace the unauthorized distribution and the user of multimedia content distributed through the cloud. In this paper, we propose a novel fingerprinting technique for the cloud environment to protect numeric attributes in relational databases for digital privacy management. The proposed solution with the novel fingerprinting scheme is robust and efficient. It can address challenges such as embedding secure data over the cloud, essential to secure relational databases. The proposed technique provides a decoding accuracy of 100%, 90%, and 40% for 10% to 30%, 40%, and 50% of deleted records.
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spelling pubmed-86195632021-11-27 A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds Fatima, Mehvish Nisar, Muhammad Wasif Rashid, Junaid Kim, Jungeun Kamran, Muhammad Hussain, Amir Sensors (Basel) Article With the emerging growth of digital data in information systems, technology faces the challenge of knowledge prevention, ownership rights protection, security, and privacy measurement of valuable and sensitive data. On-demand availability of various data as services in a shared and automated environment has become a reality with the advent of cloud computing. The digital fingerprinting technique has been adopted as an effective solution to protect the copyright and privacy of digital properties from illegal distribution and identification of malicious traitors over the cloud. Furthermore, it is used to trace the unauthorized distribution and the user of multimedia content distributed through the cloud. In this paper, we propose a novel fingerprinting technique for the cloud environment to protect numeric attributes in relational databases for digital privacy management. The proposed solution with the novel fingerprinting scheme is robust and efficient. It can address challenges such as embedding secure data over the cloud, essential to secure relational databases. The proposed technique provides a decoding accuracy of 100%, 90%, and 40% for 10% to 30%, 40%, and 50% of deleted records. MDPI 2021-11-17 /pmc/articles/PMC8619563/ /pubmed/34833723 http://dx.doi.org/10.3390/s21227647 Text en © 2021 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
Fatima, Mehvish
Nisar, Muhammad Wasif
Rashid, Junaid
Kim, Jungeun
Kamran, Muhammad
Hussain, Amir
A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds
title A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds
title_full A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds
title_fullStr A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds
title_full_unstemmed A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds
title_short A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds
title_sort novel fingerprinting technique for data storing and sharing through clouds
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619563/
https://www.ncbi.nlm.nih.gov/pubmed/34833723
http://dx.doi.org/10.3390/s21227647
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