Modeling computer virus with the BSDE approach
dc.contributor.author | Amador Pacheco, Julia | |
dc.contributor.author | Artalejo Rodríguez, Jesús Manuel | |
dc.date.accessioned | 2023-06-19T13:21:29Z | |
dc.date.available | 2023-06-19T13:21:29Z | |
dc.date.issued | 2013-01-16 | |
dc.description.abstract | The aim of this paper is to contribute to the connection between computer viruses spreading and epidemiological models. To this end, the block-structured state-dependent event (BSDE) approach is used to study the number of cases of infection in a computer network. The goal of the BSDE approach is the possibility of dealing with non-exponential models with correlated flows, but keeping tractable the dimensionality of the underlying Markov chain. The obtained results are illustrated by numerical experiments which show how the BSDE approach is helpful to strengthen the computer security when it is used in connection with a warning mechanism. An application to the propagation of the CodeRed-II virus is also included. | |
dc.description.department | Depto. de Estadística e Investigación Operativa | |
dc.description.faculty | Fac. de Ciencias Matemáticas | |
dc.description.refereed | TRUE | |
dc.description.sponsorship | Government of Spain (Department of Science and Innovation) | |
dc.description.sponsorship | European Commission | |
dc.description.status | pub | |
dc.eprint.id | https://eprints.ucm.es/id/eprint/20646 | |
dc.identifier.doi | 10.1016/j.comnet.2012.09.014 | |
dc.identifier.issn | 1389-1286 | |
dc.identifier.officialurl | http://www.sciencedirect.com/science/article/pii/S1389128612003453 | |
dc.identifier.relatedurl | http://www.sciencedirect.com/ | |
dc.identifier.uri | https://hdl.handle.net/20.500.14352/33280 | |
dc.issue.number | 1 | |
dc.journal.title | Computer Networks | |
dc.language.iso | eng | |
dc.page.final | 316 | |
dc.page.initial | 302 | |
dc.publisher | Elsevier | |
dc.relation.projectID | MTM 2011-23864 | |
dc.rights.accessRights | restricted access | |
dc.subject.cdu | 004 | |
dc.subject.keyword | BSDE approach | |
dc.subject.keyword | Computer virus | |
dc.subject.keyword | Epidemiology | |
dc.subject.keyword | Modeling | |
dc.subject.keyword | SIS model | |
dc.subject.keyword | Warning signals | |
dc.subject.ucm | Informática (Informática) | |
dc.subject.unesco | 1203.17 Informática | |
dc.title | Modeling computer virus with the BSDE approach | |
dc.type | journal article | |
dc.volume.number | 57 | |
dspace.entity.type | Publication | |
relation.isAuthorOfPublication | 99e89c15-fd25-4dfc-81a6-bd30529c4f66 | |
relation.isAuthorOfPublication | db4b8a04-44b0-48e9-8b2c-c80ffae94799 | |
relation.isAuthorOfPublication.latestForDiscovery | 99e89c15-fd25-4dfc-81a6-bd30529c4f66 |
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