Analysis and control of epidemics: A survey of spreading processes on complex networks

C Nowzari, VM Preciado… - IEEE Control Systems …, 2016 - ieeexplore.ieee.org
This article reviews and presents various solved and open problems in the development,
analysis, and control of epidemic models. The proper modeling and analysis of spreading …

Analysis, prediction, and control of epidemics: A survey from scalar to dynamic network models

L Zino, M Cao - IEEE Circuits and Systems Magazine, 2021 - ieeexplore.ieee.org
During the ongoing COVID-19 pandemic, mathematical models of epidemic spreading have
emerged as powerful tools to produce valuable predictions of the evolution of the pandemic …

Pricing of cyber insurance contracts in a network model

MA Fahrenwaldt, S Weber, K Weske - … Bulletin: The Journal of the IAA, 2018 - cambridge.org
We develop a novel approach for pricing cyber insurance contracts. The considered cyber
threats, such as viruses and worms, diffuse in a structured data network. The spread of the …

Metastable densities for the contact process on power law random graphs

T Mountford, D Valesin, Q Yao - Electronic Journal of Probability, 2013 - projecteuclid.org
We consider the contact process on a random graph with fixed degree distribution given by
a power law. We follow the work of Chatterjee and Durrett (2009), who showed that for …

Interacting particle systems as stochastic social dynamics

D Aldous - 2013 - projecteuclid.org
The style of mathematical models known to probabilists as Interacting Particle Systems and
exemplified by the Voter, Exclusion and Contact processes have found use in many …

A stochastic model of active cyber defense dynamics

S Xu, W Lu, H Li - Internet Mathematics, 2015 - Taylor & Francis
The concept of active cyber defense has appeared in the literature in recent years. However,
there are no mathematical models for characterizing the effectiveness of active cyber …

Survival and extinction of epidemics on random graphs with general degree

S Bhamidi, D Nam, O Nguyen, A Sly - 2021 - projecteuclid.org
In this paper we establish the necessary and sufficient criterion for the contact process on
Galton–Watson trees (resp., random graphs) to exhibit the phase of extinction (resp., short …

Cumulative merging percolation and the epidemic transition of the susceptible-infected-susceptible model in networks

C Castellano, R Pastor-Satorras - Physical Review X, 2020 - APS
We consider cumulative merging percolation (CMP), a long-range percolation process
describing the iterative merging of clusters in networks, depending on their mass and mutual …

The contact process on random graphs and Galton-Watson trees

X Huang, R Durrett - arXiv preprint arXiv:1810.06040, 2018 - arxiv.org
The key to our investigation is an improved (and in a sense sharp) understanding of the
survival time of the contact process on star graphs. Using these results, we show that for the …

Phase transition of the contact process on random regular graphs

JC Mourrat, D Valesin - 2016 - projecteuclid.org
We consider the contact process with infection rate λ on a random (d+1)-regular graph with n
vertices, G_n. We study the extinction time τ_G_n (that is, the random amount of time until …