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A novel smart multilevel security approach for secure data outsourcing in crisis

The Interconnected Network or the Internet has revolutionized digital communications. It has expanded worldwide over the past four decades due to numerous features such as connectivity, transparency, hierarchy, and openness. Several drawbacks, including mobility, scalability, controllability, securi...

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Detalles Bibliográficos
Autor principal: Sarhan, Akram Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280404/
https://www.ncbi.nlm.nih.gov/pubmed/37346672
http://dx.doi.org/10.7717/peerj-cs.1367
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author Sarhan, Akram Y.
author_facet Sarhan, Akram Y.
author_sort Sarhan, Akram Y.
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description The Interconnected Network or the Internet has revolutionized digital communications. It has expanded worldwide over the past four decades due to numerous features such as connectivity, transparency, hierarchy, and openness. Several drawbacks, including mobility, scalability, controllability, security, etc., have been presented due to continuous developments. Although several network paradigms exist to address such drawbacks, many issues still persist. This research proposed a future network paradigm that addresses multilevel security shortcomings. It suggested the following: (i) a two-router network-based cyber security architecture for multilevel data sharing; (ii) using a scheduler to deal with the multilevel transmitted packets scheduling problem; (iii) five algorithms for the studied difficult problem; and (iv) providing an experimental result to show the optimal results obtained by the developed algorithms and comparing it with algorithms in the literature. The experimental result shows that the random-grouped classification with shortest scheduling algorithm (RGS) performed the best at 37.7% with a gap of 0.03. This result proves the practicality of our approach in terms of two-machine scheduling problems.
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spelling pubmed-102804042023-06-21 A novel smart multilevel security approach for secure data outsourcing in crisis Sarhan, Akram Y. PeerJ Comput Sci Algorithms and Analysis of Algorithms The Interconnected Network or the Internet has revolutionized digital communications. It has expanded worldwide over the past four decades due to numerous features such as connectivity, transparency, hierarchy, and openness. Several drawbacks, including mobility, scalability, controllability, security, etc., have been presented due to continuous developments. Although several network paradigms exist to address such drawbacks, many issues still persist. This research proposed a future network paradigm that addresses multilevel security shortcomings. It suggested the following: (i) a two-router network-based cyber security architecture for multilevel data sharing; (ii) using a scheduler to deal with the multilevel transmitted packets scheduling problem; (iii) five algorithms for the studied difficult problem; and (iv) providing an experimental result to show the optimal results obtained by the developed algorithms and comparing it with algorithms in the literature. The experimental result shows that the random-grouped classification with shortest scheduling algorithm (RGS) performed the best at 37.7% with a gap of 0.03. This result proves the practicality of our approach in terms of two-machine scheduling problems. PeerJ Inc. 2023-05-12 /pmc/articles/PMC10280404/ /pubmed/37346672 http://dx.doi.org/10.7717/peerj-cs.1367 Text en ©2023 Sarhan https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited.
spellingShingle Algorithms and Analysis of Algorithms
Sarhan, Akram Y.
A novel smart multilevel security approach for secure data outsourcing in crisis
title A novel smart multilevel security approach for secure data outsourcing in crisis
title_full A novel smart multilevel security approach for secure data outsourcing in crisis
title_fullStr A novel smart multilevel security approach for secure data outsourcing in crisis
title_full_unstemmed A novel smart multilevel security approach for secure data outsourcing in crisis
title_short A novel smart multilevel security approach for secure data outsourcing in crisis
title_sort novel smart multilevel security approach for secure data outsourcing in crisis
topic Algorithms and Analysis of Algorithms
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280404/
https://www.ncbi.nlm.nih.gov/pubmed/37346672
http://dx.doi.org/10.7717/peerj-cs.1367
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