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dc.contributor.authorPinzón Trejos, Cristian
dc.contributor.authorBajo, Javier
dc.contributor.authorDe Paz, Juan
dc.contributor.authorCorchado, Juan
dc.date.accessioned2018-06-05T18:40:08Z
dc.date.accessioned2018-06-05T18:40:08Z
dc.date.available2018-06-05T18:40:08Z
dc.date.available2018-06-05T18:40:08Z
dc.date.issued05/01/2011
dc.date.issued05/01/2011
dc.identifierhttps://www.sciencedirect.com/science/article/pii/S0957417410012327
dc.identifier.urihttp://ridda2.utp.ac.pa/handle/123456789/4779
dc.identifier.urihttp://ridda2.utp.ac.pa/handle/123456789/4779
dc.descriptionDuring the last years the use of Web Service-based applications has notably increased. However, the security has not evolved proportionally, which makes these applications vulnerable and objective of attacks. One of the most common attacks requiring novel solutions is the denial of service attack (DoS), caused for the modifications introduced in the XML of the SOAP messages. The specifications of existing security standards do not focus on this type of attack. This article presents the S-MAS architecture as a novel adaptive approach for dealing with DoS attacks in Web Service environments, which represents an alternative to the existing centralized solutions. S-MAS proposes a distributed hierarchical multi-agent architecture that implements a classification mechanism in two phases. The main benefits of the approach are the distributed capabilities of the multi-agent systems and the self-adaption ability to the changes that occur in the patterns of attack. A prototype of the architecture was developed and the results obtained are presented in this study.en_US
dc.description.abstractDuring the last years the use of Web Service-based applications has notably increased. However, the security has not evolved proportionally, which makes these applications vulnerable and objective of attacks. One of the most common attacks requiring novel solutions is the denial of service attack (DoS), caused for the modifications introduced in the XML of the SOAP messages. The specifications of existing security standards do not focus on this type of attack. This article presents the S-MAS architecture as a novel adaptive approach for dealing with DoS attacks in Web Service environments, which represents an alternative to the existing centralized solutions. S-MAS proposes a distributed hierarchical multi-agent architecture that implements a classification mechanism in two phases. The main benefits of the approach are the distributed capabilities of the multi-agent systems and the self-adaption ability to the changes that occur in the patterns of attack. A prototype of the architecture was developed and the results obtained are presented in this study.en_US
dc.formatapplication/pdf
dc.languageeng
dc.language.isoengen_US
dc.rightsinfo:eu-repo/semantics/embargoedAccess
dc.subjectMulti-agent systemen_US
dc.subjectCase-based reasoningen_US
dc.subjectWeb Servicesen_US
dc.subjectXML messageen_US
dc.subjectSecurity problemsen_US
dc.subjectMulti-agent system
dc.subjectCase-based reasoning
dc.subjectWeb Services
dc.subjectXML message
dc.subjectSecurity problems
dc.titleS-MAS: An adaptive hierarchical distributed multi-agent architecture for blocking malicious SOAP messages within Web Services environmentsen_US
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion


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