SCMAS: A distributed hierarchical multi-agent architecture for blocking attacks to databases
One of the main attacks on databases is the SQL injection attack which causes severe damage both in the commercial aspect and the confidence of users. This paper presents a novel strategy for detecting and preventing SQL injection attacks consisting of a multi-agent based architecture called SCMAS....
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| Altres autors: | , , , |
| Format: | article |
| Idioma: | anglès |
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2018
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| Accés en línia: | http://ridda2.utp.ac.pa/handle/123456789/4784 |
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| _version_ | 1869652468547190784 |
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| author | Pinzón Trejos, Cristian |
| author2 | Corchado, Juan Bajo, Javier De Paz, Yanira Perez-Lancho, Belen |
| author2_role | author author author author |
| author_browse | Bajo, Javier Corchado, Juan De Paz, Yanira Perez-Lancho, Belen Pinzón Trejos, Cristian |
| author_facet | Pinzón Trejos, Cristian Corchado, Juan Bajo, Javier De Paz, Yanira Perez-Lancho, Belen |
| author_role | author |
| collection | Repositorio Institucional de documento digitales de acceso abierto de la UTP |
| dc.creator.none.fl_str_mv | Pinzón Trejos, Cristian Corchado, Juan Bajo, Javier De Paz, Yanira Perez-Lancho, Belen |
| dc.date.none.fl_str_mv | 04/04/2010 04/04/2010 2018-06-05T19:29:54Z 2018-06-05T19:29:54Z 2018-06-05T19:29:54Z 2018-06-05T19:29:54Z |
| dc.format.none.fl_str_mv | application/pdf application/pdf |
| dc.identifier.none.fl_str_mv | 1349-4198 http://ridda2.utp.ac.pa/handle/123456789/4784 http://ridda2.utp.ac.pa/handle/123456789/4784 |
| 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 | Multi-agent Case based Reasoning Security database SQL injection Intrusion Detection System Multi-agent Case based Reasoning Security database SQL injection Intrusion Detection System |
| dc.title.none.fl_str_mv | SCMAS: A distributed hierarchical multi-agent architecture for blocking attacks to databases |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
| description | One of the main attacks on databases is the SQL injection attack which causes severe damage both in the commercial aspect and the confidence of users. This paper presents a novel strategy for detecting and preventing SQL injection attacks consisting of a multi-agent based architecture called SCMAS. The SCMAS architecture is structured in hierarchical layers and incorporates SQLCBR agents with improved learning and adaptation capabilities. The SQLCBR agents presented within this paper have been specifically designed to classify SQL injection attacks and to predict the behaviour of malicious users. These agents incorporate a new technique based on a mixture of neural networks and a technique based on a temporal series. This paper begins with a detailed explanation of the SCMAS architecture and the SQLCBR agents. The results of their application to a case study are then presented and discussed. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | lrtest_7fbdf27377eaa6a3aff646a6397cc139 |
| identifier_str_mv | 1349-4198 |
| instacron_str | U Tecnológica de Panamá |
| institution | U Tecnológica de Panamá |
| instname_str | Universidad Tecnológica de Panamá |
| language | eng |
| network_acronym_str | lrtest |
| network_name_str | lr |
| oai_identifier_str | oai:ridda2.utp.ac.pa:123456789/4784 |
| publishDate | 2018 |
| publishDateSort | 2018 |
| 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 | SCMAS: A distributed hierarchical multi-agent architecture for blocking attacks to databasesPinzón Trejos, CristianCorchado, JuanBajo, JavierDe Paz, YaniraPerez-Lancho, BelenMulti-agentCase based ReasoningSecurity databaseSQL injectionIntrusion Detection SystemMulti-agentCase based ReasoningSecurity databaseSQL injectionIntrusion Detection SystemOne of the main attacks on databases is the SQL injection attack which causes severe damage both in the commercial aspect and the confidence of users. This paper presents a novel strategy for detecting and preventing SQL injection attacks consisting of a multi-agent based architecture called SCMAS. The SCMAS architecture is structured in hierarchical layers and incorporates SQLCBR agents with improved learning and adaptation capabilities. The SQLCBR agents presented within this paper have been specifically designed to classify SQL injection attacks and to predict the behaviour of malicious users. These agents incorporate a new technique based on a mixture of neural networks and a technique based on a temporal series. This paper begins with a detailed explanation of the SCMAS architecture and the SQLCBR agents. The results of their application to a case study are then presented and discussed.One of the main attacks on databases is the SQL injection attack which causes severe damage both in the commercial aspect and the confidence of users. This paper presents a novel strategy for detecting and preventing SQL injection attacks consisting of a multi-agent based architecture called SCMAS. The SCMAS architecture is structured in hierarchical layers and incorporates SQLCBR agents with improved learning and adaptation capabilities. The SQLCBR agents presented within this paper have been specifically designed to classify SQL injection attacks and to predict the behaviour of malicious users. These agents incorporate a new technique based on a mixture of neural networks and a technique based on a temporal series. This paper begins with a detailed explanation of the SCMAS architecture and the SQLCBR agents. The results of their application to a case study are then presented and discussed.2018-06-05T19:29:54Z2018-06-05T19:29:54Z2018-06-05T19:29:54Z2018-06-05T19:29:54Z04/04/201004/04/2010info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdf1349-4198http://ridda2.utp.ac.pa/handle/123456789/4784http://ridda2.utp.ac.pa/handle/123456789/4784engenghttps://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:123456789/47842021-07-06T15:35:05Z |
| spellingShingle | SCMAS: A distributed hierarchical multi-agent architecture for blocking attacks to databases Pinzón Trejos, Cristian Multi-agent Case based Reasoning Security database SQL injection Intrusion Detection System Multi-agent Case based Reasoning Security database SQL injection Intrusion Detection System |
| status_str | publishedVersion |
| title | SCMAS: A distributed hierarchical multi-agent architecture for blocking attacks to databases |
| title_full | SCMAS: A distributed hierarchical multi-agent architecture for blocking attacks to databases |
| title_fullStr | SCMAS: A distributed hierarchical multi-agent architecture for blocking attacks to databases |
| title_full_unstemmed | SCMAS: A distributed hierarchical multi-agent architecture for blocking attacks to databases |
| title_short | SCMAS: A distributed hierarchical multi-agent architecture for blocking attacks to databases |
| title_sort | SCMAS: A distributed hierarchical multi-agent architecture for blocking attacks to databases |
| topic | Multi-agent Case based Reasoning Security database SQL injection Intrusion Detection System Multi-agent Case based Reasoning Security database SQL injection Intrusion Detection System |
| url | http://ridda2.utp.ac.pa/handle/123456789/4784 |