Journal of Computer Science · 2005 · 106 citations · 5 references
Veterinary MedicineInfectious DiseasesComputer NetworksEpidemiologyInfectious Disease EpidemiologyDisease EpidemiologyDisease SpreadInfectious Disease DynamicsTransmission DynamicsViral InfectionsVirus EpidemiologyAnti-viral ImmunityEpidemic ModelsEpidemic Population DynamicsEpidemic Spreading ModelsInfectious Disease ModelsMathematical Modeling Of EpidemicsMathematical Modeling Of Viral SpreadViral Transmission Dynamics
To investigate the use of classical epidemiological models for studying computer virus propagation we described analogies between computer and population disease propagation using SIR (Susceptible-Infected-Removed) epidemiological models. By modifying these models with the introduction of anti-viral individuals we analyzed the stability of the disease free equilibrium points. Consequently, the basal virus reproduction rate gives some theoretical hints about how to avoid infections in a computer network. Numerical simulations show the dynamics of the process for several parameter values giving the number of infected machines as a function of time.
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Stephanie Forrest, Steven Hofmeyr, Anil Somayaji · Communications of the ACM · 1997 · 853 citations · Full text
Jeffrey O. Kephart, Steve R. White, David M. Chess · IEEE Spectrum · 1993 · 280 citations
Veterinary Medicine, Computer Science, Infectious Diseases +17
Computer virus-antivirus coevolution
Carey Nachenberg · Communications of the ACM · 1997 · 167 citations · Full text