AIDeM: Agent-Based Intrusion Detection Mechanism
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 environment...
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| Other Authors: | , |
| Format: | article |
| Language: | English |
| Published: |
2010
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| Online Access: | http://ridda2.utp.ac.pa/handle/123456789/4798 |
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| _version_ | 1869451848876818432 |
|---|---|
| author | Pinzón Trejos, Cristian |
| author2 | Navarro, Martí Bajo, Javier |
| author2_role | author author |
| author_browse | Bajo, Javier Navarro, Martí Pinzón Trejos, Cristian |
| author_facet | Pinzón Trejos, Cristian Navarro, Martí Bajo, Javier |
| author_role | author |
| collection | Repositorio Institucional de documento digitales de acceso abierto de la UTP |
| dc.creator.none.fl_str_mv | Pinzón Trejos, Cristian Navarro, Martí Bajo, Javier |
| dc.date.none.fl_str_mv | 2010-07-02 2010-07-02 2018-06-06T19:34:08Z 2018-06-06T19:34:08Z 2018-06-06T19:34:08Z 2018-06-06T19:34:08Z |
| dc.format.none.fl_str_mv | application/pdf application/pdf |
| dc.identifier.none.fl_str_mv | http://ridda2.utp.ac.pa/handle/123456789/4798 http://ridda2.utp.ac.pa/handle/123456789/4798 |
| dc.language.none.fl_str_mv | eng eng |
| dc.rights.none.fl_str_mv | https://creativecommons.org/licenses/by-nc-sa/4.0/ info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:Repositorio Institucional de documento digitales de acceso abierto de la UTP instname:Universidad Tecnológica de Panamá instacron:U Tecnológica de Panamá |
| dc.subject.none.fl_str_mv | Availability Web Service Attack Multi-agent case-based reasoning Availability Web Service Attack Multi-agent case-based reasoning |
| dc.title.none.fl_str_mv | AIDeM: Agent-Based Intrusion Detection Mechanism |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
| description | 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. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | PA_477bf2ca389c27a4cbf2096ac6b20dfd |
| instacron_str | U Tecnológica de Panamá |
| institution | U Tecnológica de Panamá |
| instname_str | Universidad Tecnológica de Panamá |
| language | eng |
| network_acronym_str | PA |
| network_name_str | oai la ref anni2 |
| oai_identifier_str | oai:ridda2.utp.ac.pa:123456789/4798 |
| publishDate | 2010 |
| publishDateSort | 2010 |
| reponame_str | Repositorio Institucional de documento digitales de acceso abierto de la UTP |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | https://creativecommons.org/licenses/by-nc-sa/4.0/ |
| spelling | AIDeM: Agent-Based Intrusion Detection MechanismPinzón Trejos, CristianNavarro, MartíBajo, JavierAvailabilityWeb Service AttackMulti-agentcase-based reasoningAvailabilityWeb Service AttackMulti-agentcase-based reasoningThe 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.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.2018-06-06T19:34:08Z2018-06-06T19:34:08Z2018-06-06T19:34:08Z2018-06-06T19:34:08Z2010-07-022010-07-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttp://ridda2.utp.ac.pa/handle/123456789/4798http://ridda2.utp.ac.pa/handle/123456789/4798engenghttps://creativecommons.org/licenses/by-nc-sa/4.0/info:eu-repo/semantics/openAccessreponame:Repositorio Institucional de documento digitales de acceso abierto de la UTPinstname:Universidad Tecnológica de Panamáinstacron:U Tecnológica de Panamáoai:ridda2.utp.ac.pa:123456789/47982021-07-06T15:35:06Z |
| spellingShingle | AIDeM: Agent-Based Intrusion Detection Mechanism Pinzón Trejos, Cristian Availability Web Service Attack Multi-agent case-based reasoning Availability Web Service Attack Multi-agent case-based reasoning |
| status_str | publishedVersion |
| title | AIDeM: Agent-Based Intrusion Detection Mechanism |
| title_full | AIDeM: Agent-Based Intrusion Detection Mechanism |
| title_fullStr | AIDeM: Agent-Based Intrusion Detection Mechanism |
| title_full_unstemmed | AIDeM: Agent-Based Intrusion Detection Mechanism |
| title_short | AIDeM: Agent-Based Intrusion Detection Mechanism |
| title_sort | AIDeM: Agent-Based Intrusion Detection Mechanism |
| topic | Availability Web Service Attack Multi-agent case-based reasoning Availability Web Service Attack Multi-agent case-based reasoning |
| url | http://ridda2.utp.ac.pa/handle/123456789/4798 |