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A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage
This article addresses the tradeoff between the losses caused by a new virus and the size of the team for developing an antivirus against the virus. First, an individual-level virus spreading model is proposed to capture the spreading process of the virus before the appearance of its natural enemy....
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784928/ https://www.ncbi.nlm.nih.gov/pubmed/29370222 http://dx.doi.org/10.1371/journal.pone.0191101 |
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author | Bi, Jichao Yang, Lu-Xing Yang, Xiaofan Wu, Yingbo Tang, Yuan Yan |
author_facet | Bi, Jichao Yang, Lu-Xing Yang, Xiaofan Wu, Yingbo Tang, Yuan Yan |
author_sort | Bi, Jichao |
collection | PubMed |
description | This article addresses the tradeoff between the losses caused by a new virus and the size of the team for developing an antivirus against the virus. First, an individual-level virus spreading model is proposed to capture the spreading process of the virus before the appearance of its natural enemy. On this basis, the tradeoff problem is modeled as a discrete optimization problem. Next, the influences of different factors, including the infection force, the infection function, the available manpower, the alarm threshold, the antivirus development effort and the network topology, on the optimal team size are examined through computer simulations. This work takes the first step toward the tradeoff problem, and the findings are instructive to the decision makers of network security companies. |
format | Online Article Text |
id | pubmed-5784928 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57849282018-02-09 A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage Bi, Jichao Yang, Lu-Xing Yang, Xiaofan Wu, Yingbo Tang, Yuan Yan PLoS One Research Article This article addresses the tradeoff between the losses caused by a new virus and the size of the team for developing an antivirus against the virus. First, an individual-level virus spreading model is proposed to capture the spreading process of the virus before the appearance of its natural enemy. On this basis, the tradeoff problem is modeled as a discrete optimization problem. Next, the influences of different factors, including the infection force, the infection function, the available manpower, the alarm threshold, the antivirus development effort and the network topology, on the optimal team size are examined through computer simulations. This work takes the first step toward the tradeoff problem, and the findings are instructive to the decision makers of network security companies. Public Library of Science 2018-01-25 /pmc/articles/PMC5784928/ /pubmed/29370222 http://dx.doi.org/10.1371/journal.pone.0191101 Text en © 2018 Bi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Bi, Jichao Yang, Lu-Xing Yang, Xiaofan Wu, Yingbo Tang, Yuan Yan A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage |
title | A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage |
title_full | A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage |
title_fullStr | A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage |
title_full_unstemmed | A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage |
title_short | A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage |
title_sort | tradeoff between the losses caused by computer viruses and the risk of the manpower shortage |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784928/ https://www.ncbi.nlm.nih.gov/pubmed/29370222 http://dx.doi.org/10.1371/journal.pone.0191101 |
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