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dc.contributor.author | Pinzón, Cristian | |
dc.contributor.author | Navarro, Martí | |
dc.contributor.author | Bajo Pérez, Javier | |
dc.date.accessioned | 2017-09-06T09:14:53Z | |
dc.date.available | 2017-09-06T09:14:53Z | |
dc.date.issued | 2010 | |
dc.identifier.citation | Trends in Practical Applications of Agents and Multiagent Systems Advances in Intelligent and Soft Computing. Advances in Intelligent and Soft Computing. Volumen 71, pp. 347-354. | |
dc.identifier.isbn | 978-3-642-12432-7 (Print) / 978-3-642-12433-4 (Online) | |
dc.identifier.issn | 1867-5662 (Print) / 1867-5670 (Online) | |
dc.identifier.uri | http://hdl.handle.net/10366/134923 | |
dc.description.abstract | The availability of services can be comprimised if a service request sent to the web services server hides some form of attack within its contents. This article presents AIDeM (An Agent-Based Intrusion Detection Mechanism), an adaptive solution for dealing with DoS attacks in Web service environments. The solution proposes a two phased mechanism in which each phase incorporates a special type of CBR-BDI agent that functions as a classifier. In the first phase, a case-based reasoning (CBR) engine utilizes a Naïves Bayes strategy to carry out an initial filter, and in the second phase, a CBR engine incorporates a neural network to complete the classification mechanism. AIDeM has been applied within the FUSION@ architecture to improve its current security mechanism. A prototype of the architecture was developed and applied to a case study. The results obtained are presented in this study. | |
dc.format.mimetype | application/pdf | |
dc.language.iso | en | |
dc.publisher | Springer Science + Business Media | |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Unported | |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/3.0/ | |
dc.subject | Computer Science | |
dc.title | AIDeM: Agent-Based Intrusion Detection Mechanism | |
dc.type | info:eu-repo/semantics/article | |
dc.rights.accessRights | info:eu-repo/semantics/openAccess |
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