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....

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Main Authors: Jichao Bi, Lu-Xing Yang, Xiaofan Yang, Yingbo Wu, Yuan Yan Tang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5784928?pdf=render
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spelling doaj-f50c7c248a1a49c7832bbbc2eb83a9252020-11-24T21:30:29ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01131e019110110.1371/journal.pone.0191101A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage.Jichao BiLu-Xing YangXiaofan YangYingbo WuYuan Yan TangThis 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.http://europepmc.org/articles/PMC5784928?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Jichao Bi
Lu-Xing Yang
Xiaofan Yang
Yingbo Wu
Yuan Yan Tang
spellingShingle Jichao Bi
Lu-Xing Yang
Xiaofan Yang
Yingbo Wu
Yuan Yan Tang
A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage.
PLoS ONE
author_facet Jichao Bi
Lu-Xing Yang
Xiaofan Yang
Yingbo Wu
Yuan Yan Tang
author_sort Jichao Bi
title 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_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_sort tradeoff between the losses caused by computer viruses and the risk of the manpower shortage.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2018-01-01
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.
url http://europepmc.org/articles/PMC5784928?pdf=render
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