TY - JOUR
T1 - A tradeoff between the losses caused by computer viruses and the risk of the manpower shortage
AU - Bi, Jichao
AU - Yang, Lu Xing
AU - Yang, Xiaofan
AU - Wu, Yingbo
AU - Tang, Yuan Yan
PY - 2018
Y1 - 2018
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85041228169&partnerID=8YFLogxK
UR - http://resolver.tudelft.nl/uuid:06dc42dc-8ffd-41b0-8378-7e48ac3ec7b9
U2 - 10.1371/journal.pone.0191101
DO - 10.1371/journal.pone.0191101
M3 - Article
C2 - 29370222
SN - 1932-6203
VL - 13
SP - 1
EP - 12
JO - PLoS ONE
JF - PLoS ONE
IS - 1
M1 - e0191101
ER -