Cargando…
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...
Autor principal: | |
---|---|
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 |
_version_ | 1785060786687705088 |
---|---|
author | Sarhan, Akram Y. |
author_facet | Sarhan, Akram Y. |
author_sort | Sarhan, Akram Y. |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-10280404 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT sarhanakramy anovelsmartmultilevelsecurityapproachforsecuredataoutsourcingincrisis AT sarhanakramy novelsmartmultilevelsecurityapproachforsecuredataoutsourcingincrisis |