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dc.contributor.authorHoz de la Hoz, Enrique de la 
dc.contributor.authorMarsá Maestre, Iván 
dc.contributor.authorCruz Piris, Luis de la 
dc.contributor.authorOrden Martín, David 
dc.contributor.authorGiménez Guzmán, José Manuel
dc.identifier.bibliographicCitationHoz, E. de la, Gimenez-Guzman, J. M., Marsa-Maestre, I., Cruz-Piris, L., Orden, D., 2017, “A distributed, multi-agent approach to reactive network resilience”, Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017)en
dc.descriptionAAMAS 2017 - Sixteenth International Conference on Autonomous Agents and Multiagent Systems, , 08/05/2017-12/05/2017, Sao Paulo, Brasil
dc.description.abstractCritical network infrastructures are communication networks whose disruption can create a severe impact on other systems. Multi-agent systems have been successfully used to protect critical network infrastructures, with approaches ranging from reasoning about secure design and policies to multi-agent intrusion detection systems (IDS). However, there is little research on the possibilities for multi-agent systems to react to known intrusions. In this paper we propose a multi-agent framework for \emph{reactive network resilience}, that is, to allow a network to reconfigure itself in the event of a security incident so that the risk of further damage is mitigated. The proposed framework takes advantage of a risk model based on multilayer networks and of distributed belief propagation techniques to agree on a new, more resilient configuration of the network in the event of an attack. We compare our proposal with a number of centralized optimization and multi-agent negotiation techniques. Experiments show that our proposal outperforms the reference approaches both in terms of risk mitigation and performanceen
dc.description.sponsorshipMinisterio de Economía y Competitividades_ES
dc.description.sponsorshipUniversidad de Alcaláes_ES
dc.publisherInternational Foundation for Autonomous Agents and Multiagent Systemsen
dc.rightsInternational Foundation for Autonomous Agents and Multiagent Systems (
dc.rightsAttribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)*
dc.subjectCritical network infrastructuresen
dc.subjectReactive resilienceen
dc.subjectMulti-agent belief propagationen
dc.titleA Distributed, Multi-Agent approach to Reactive Network Resilienceen
dc.contributor.affiliationUniversidad de Alcalá. Departamento de Automáticaes_ES
dc.contributor.affiliationUniversidad de Alcalá. Departamento de Física y Matemáticas
dc.relation.projectIDinfo:eu-repo/grantAgreement/MINECO//TIN2016-80622-P/ES/Dynamic Network Agreement: negociaciones estructurales en redes complejas/DNAen
dc.relation.projectIDinfo:eu-repo/grantAgreement/MINECO//TIN 2014-61627-EXP/ES/Divide and NOT Conquer-Comportamientos emergentes en redes complejas egoístas/en
dc.identifier.publicationtitleProceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017)en

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