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Study on Efficient Complex Network Model
[chapter]
2013
Lecture Notes in Electrical Engineering
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This paper summarizes the relevant research of the complex network systematically based on Statistical Property, Structural Model, and Dynamical Behavior. ...
Moreover, it emphatically introduces the application of the complex network in the economic system. ...
small-world model and scale-free network. ...
doi:10.1007/978-3-642-35398-7_20
fatcat:oifqdacg25apfdsparrfb7j6da
Virus propagation and patch distribution in multiplex networks: Modeling, analysis and optimal allocation
2018
IEEE Transactions on Information Forensics and Security
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A novel network model that contains a central node and a multiplex network composed of patch dissemination network layer and virus propagation network layer is presented, and a competing spreading dynamical ...
process on top of the network model that simulates the interplay between virus propagation and patch dissemination is developed. ...
In recent years, the rapid developments of internet and the growing popularization of computing devices make it easier for viruses to produce a large-scale propagation and cause tremendous damages to human ...
doi:10.1109/tifs.2018.2885254
fatcat:lqgowssb2nedzpnbelyihnfody
Evolutionary Computation in Social Propagation over Complex Networks: A Survey
2021
International Journal of Automation and Computing
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Though there have been many models and optimization techniques, the matter of concern is that the increasing complexity and scales of propagation processes continuously refresh the former conclusions. ...
Simulation and optimization are two major themes in social propagation, where network-based simulation helps to analyze and understand the social contagion, and problem-oriented optimization is devoted ...
contagions, large-scale and distributed algorithm design, and realtime propagation optimization. ...
doi:10.1007/s11633-021-1302-3
fatcat:ga73oavapnfuxpnnb5azji4kze
Malware Propagation on Social Time Varying Networks: A Comparative Study of Machine Learning Frameworks
2014
International Journal of Modern Education and Computer Science
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This task of virus propagation is been a recurring subject, and design of complex models will yield modeling solutions used in a number of events not limited to and include propagation, dataflow, network ...
Significant research into the logarithmic analysis of complex networks yields solution to help minimize virus spread and propagation over networks. ...
At t+1, the model evolves for (all) nodes x,y,z in the network, and for each copies of virus planted at node x, virus is propagated to node y with probability . ...
doi:10.5815/ijmecs.2014.08.04
fatcat:2r5cvlznlrf45jsxyzwh7wqh3m
Toward a stability monitoring system of an asset-communications network exposed to malicious attacks
2011
Proceedings of the 2011 American Control Conference
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The state of the communications network, which is potentially affected by the propagation of viruses, could be modeled with a Markov chain. ...
The network of assets is subject to disturbances resulting from the prevalence and propagation of viruses through a communications network (CN), which is connected to the assets. ...
The model of the two-layered network and the analysis objectives are presented in Section II. The stability conditions used by such system are derived in Section III. ...
doi:10.1109/acc.2011.5991342
fatcat:keztuyuz2bg7zgduht3hk5vzta
Emergent behavior in large scale networks
2011
IEEE Conference on Decision and Control and European Control Conference
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We apply mean field asymptotic analysis to explain the emergence of global behavior in large scale networks. ...
We consider multiple classes of viruses, each type bearing their own statistical characterization -exogenous contamination, contagious propagation, and healing. ...
INTRODUCTION This paper considers the emergence of global behaviors in large scale networks from the microscopic interactions of the networked agents. ...
doi:10.1109/cdc.2011.6161398
dblp:conf/cdc/SantosM11
fatcat:72coih3y2zexxhofyqhkg25a3a
Dynamical Analysis and Optimal Control for a SEIR Model Based on Virus Mutation in WSNs
2021
Mathematics
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In this paper, based on the principle of epidemic dynamics, we build a SEIR propagation model with the mutated virus in WSNs, where E nodes are infectious and cannot be repaired to S nodes or R nodes. ...
The simulation results show that the model has a guiding significance to curb the spread of mutated virus in WSNs. ...
., Z.P. and J.L.; methodology, G.L., J.C., Z.P. and J.L.; software, G.L., J.C. and J.L.; validation, G.L. and J.C.; formal analysis, G.L. and J.C.; investigation, G.L., J.C. and Z.L.; writing-original ...
doi:10.3390/math9090929
doaj:4e657e883e45484a97271ee53c2d4d18
fatcat:khd472qyp5htbolo3ds6ziczwm
The Impact of Countermeasure Propagation on the Prevalence of Computer Viruses
2004
IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)
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CMC is based on the idea that computer viruses and countermeasures spread through two separate but interlinked complex networks-the virus-spreading network and the countermeasure-propagation network, in ...
The proposed CMC reduces the size of virus infection significantly when the countermeasure-propagation network has properties that favor countermeasures over viruses, or when the countermeasure-propagation ...
Model for CMC We define the virus-spreading network as the network for spreading viruses, and the countermeasure-propagation network as the network for spreading countermeasures. ...
doi:10.1109/tsmcb.2003.817098
pmid:15376832
fatcat:46ej2mkhdvclzcfsxjtkgsanai
Group-Based Susceptible-Infectious-Susceptible Model in Large-Scale Directed Networks
2019
Security and Communication Networks
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The epidemic threshold is proved to be dependent on network structure and interdependent of the network scale. ...
This paper proposes to group vertices in directed graphs based on connectivity and carries out epidemic spread analysis on the group basis, thereby substantially reducing the modeling complexity while ...
Introduction Epidemic models have been widely used to analyze sophisticated interactions in networks, e.g., virus attack and propagation in computer networks [1, 2] , rumor spreading in social networks ...
doi:10.1155/2019/1657164
fatcat:dhttaref6jedtaqz2b4vwuhqc4
Competing memes propagation on networks
2012
Computer communication review
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We study the intertwined propagation of two competing "memes" (or viruses, rumors, products etc.) in a composite network. ...
Each meme spreads across the composite network in accordance to an SIS-like propagation model (a flu-like infection-recovery). ...
The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the official policies, either expressed or implied, of the Army Research Laboratory ...
doi:10.1145/2378956.2378958
fatcat:ngljtdi3ffftdhc7bzutdsem3y
Node Exchange Network and its Statistical Analysis
[article]
2005
arXiv
pre-print
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Lastly we consider a propagation of one virus on the network by a computer simulation. They are compared to other networks investigated hitherto. ...
The relation to a scale free network is also discussed. ...
This behaviour, however, only appears in the large n and so we introduce more handy model with the same properties essentially as random networks. ...
arXiv:physics/0508192v1
fatcat:h7jtwlnopvh2rglaqcbb2m5bpq
Markov-Based Malware Propagation Modeling and Analysis in Multi-Layer Networks
2022
Network
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We utilize a stochastic modeling framework based on Markov Random Fields for analyzing the propagation dynamics of malware over such networks. ...
As cyber-physical systems and multi-layer networks in general are gaining in popularity and penetration, more targeted studies are needed. ...
Boguñá et al. studied the epidemic spread in complex networks [34] , and Wang et al. proposed a model for virus propagation in arbitrary topologies [35] . ...
doi:10.3390/network2030028
fatcat:id4nh4fzxjdtba54my2tptxsfa
A Novel Network Survivability Analysis and Evaluation Model
2013
Applied Mechanics and Materials
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Finally, the proposed network survivability analysis and evaluation model is experimented in a typical network environment and the correctness and effectiveness of the model is validated through experimental ...
Network survivability analysis and evaluation is a process of analyzing and quantifying the degree to which network system can survive in network threats. ...
This modeling method is static and problem specific, however it is difficult for modeling large-scale network systems and the analysis techniques of the model are also very complicated and hard to understand ...
doi:10.4028/www.scientific.net/amm.347-350.2082
fatcat:hv2dvjtsqzf2fihffszlhqrgwm
Information Propagation In Online Social Networks - A Simulation Case Study
[article]
2022
figshare.com
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These conditions make it easy to spread information from one user to another in close neighbourhoods and around the whole social network located in the given platform. ...
The paper presents the simulation studies around the rumor spread process via thevaried range of the networks topologies, information spread strategies and aspects taking part in this process to find relationships ...
Innovation Management and Sustainable Economic Development in the Era of Global Pandemic
Propagation Models Information propagation in real online social networks can propagate in various ways. ...
doi:10.6084/m9.figshare.18974987.v1
fatcat:cwpk52smqngepaam56yjvrd5ki
Malware Propagation in Large-Scale Networks
2015
IEEE Transactions on Knowledge and Data Engineering
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We formulate the problem, and establish a rigorous two layer epidemic model for malware propagation from network to network. ...
In this paper, we investigate how malware propagates in networks from a global perspective. ...
.: MALWARE PROPAGATION IN LARGE-SCALE NETWORKS ...
doi:10.1109/tkde.2014.2320725
fatcat:ykcnv4qdxfd3hez2x6wi75tdbm
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