A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Querie
SQL injections consist in inserting keywords and special symbols in the parameters of SQL queries to gain illegitimate access to a database. They are usually identified by analyzing the input parameters and removing the special symbols. In the case of websites, due to the great amount of queries and...
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| מחברים אחרים: | , , , |
| פורמט: | article |
| שפה: | אנגלית |
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2010
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| גישה מקוונת: | http://ridda2.utp.ac.pa/handle/123456789/4796 |
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| _version_ | 1869652456983494656 |
|---|---|
| author | Pinzón Trejos, Cristian |
| author2 | De Paz, Juan Herrero, Álvaro Corchado, Emilio Bajo, Javier |
| author2_role | author author author author |
| author_browse | Bajo, Javier Corchado, Emilio De Paz, Juan Herrero, Álvaro Pinzón Trejos, Cristian |
| author_facet | Pinzón Trejos, Cristian De Paz, Juan Herrero, Álvaro Corchado, Emilio 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 De Paz, Juan Herrero, Álvaro Corchado, Emilio Bajo, Javier |
| dc.date.none.fl_str_mv | 2010-07-02 2010-07-02 2018-06-06T19:17:38Z 2018-06-06T19:17:38Z 2018-06-06T19:17:38Z 2018-06-06T19:17:38Z |
| dc.format.none.fl_str_mv | application/pdf application/pdf |
| dc.identifier.none.fl_str_mv | http://ridda2.utp.ac.pa/handle/123456789/4796 http://ridda2.utp.ac.pa/handle/123456789/4796 |
| 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 | SQL injection Database Security Intrusion Detection Systems Multi-agent Systems Case-based Reasoning Unsupervised Projection Models SQL injection Database Security Intrusion Detection Systems Multi-agent Systems Case-based Reasoning Unsupervised Projection Models |
| dc.title.none.fl_str_mv | A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Querie |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
| description | SQL injections consist in inserting keywords and special symbols in the parameters of SQL queries to gain illegitimate access to a database. They are usually identified by analyzing the input parameters and removing the special symbols. In the case of websites, due to the great amount of queries and parameters, it is very common to find parameters without checking that allow bad-intentioned users to introduce keywords and special symbols. This work proposes a distributed architecture based on multi-agent systems that is able to detect SQL injection attacks. The multi-agent architecture incorporates cased-based reasoning, neural networks and support vector machines in order to classify and visualize the queries, allowing the detection and identification of SQL injections. The approach has been tested and the experimental results are presented in this paper. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | lrtest_1de73d393fe9bbab79d0207a00f8c3a6 |
| 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:123456789/4796 |
| 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 | A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL QueriePinzón Trejos, CristianDe Paz, JuanHerrero, ÁlvaroCorchado, EmilioBajo, JavierSQL injectionDatabase SecurityIntrusion Detection SystemsMulti-agent SystemsCase-based ReasoningUnsupervised Projection ModelsSQL injectionDatabase SecurityIntrusion Detection SystemsMulti-agent SystemsCase-based ReasoningUnsupervised Projection ModelsSQL injections consist in inserting keywords and special symbols in the parameters of SQL queries to gain illegitimate access to a database. They are usually identified by analyzing the input parameters and removing the special symbols. In the case of websites, due to the great amount of queries and parameters, it is very common to find parameters without checking that allow bad-intentioned users to introduce keywords and special symbols. This work proposes a distributed architecture based on multi-agent systems that is able to detect SQL injection attacks. The multi-agent architecture incorporates cased-based reasoning, neural networks and support vector machines in order to classify and visualize the queries, allowing the detection and identification of SQL injections. The approach has been tested and the experimental results are presented in this paper.SQL injections consist in inserting keywords and special symbols in the parameters of SQL queries to gain illegitimate access to a database. They are usually identified by analyzing the input parameters and removing the special symbols. In the case of websites, due to the great amount of queries and parameters, it is very common to find parameters without checking that allow bad-intentioned users to introduce keywords and special symbols. This work proposes a distributed architecture based on multi-agent systems that is able to detect SQL injection attacks. The multi-agent architecture incorporates cased-based reasoning, neural networks and support vector machines in order to classify and visualize the queries, allowing the detection and identification of SQL injections. The approach has been tested and the experimental results are presented in this paper.2018-06-06T19:17:38Z2018-06-06T19:17:38Z2018-06-06T19:17:38Z2018-06-06T19:17:38Z2010-07-022010-07-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttp://ridda2.utp.ac.pa/handle/123456789/4796http://ridda2.utp.ac.pa/handle/123456789/4796engenghttps://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:123456789/47962021-07-06T15:35:06Z |
| spellingShingle | A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Querie Pinzón Trejos, Cristian SQL injection Database Security Intrusion Detection Systems Multi-agent Systems Case-based Reasoning Unsupervised Projection Models SQL injection Database Security Intrusion Detection Systems Multi-agent Systems Case-based Reasoning Unsupervised Projection Models |
| status_str | publishedVersion |
| title | A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Querie |
| title_full | A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Querie |
| title_fullStr | A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Querie |
| title_full_unstemmed | A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Querie |
| title_short | A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Querie |
| title_sort | A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Querie |
| topic | SQL injection Database Security Intrusion Detection Systems Multi-agent Systems Case-based Reasoning Unsupervised Projection Models SQL injection Database Security Intrusion Detection Systems Multi-agent Systems Case-based Reasoning Unsupervised Projection Models |
| url | http://ridda2.utp.ac.pa/handle/123456789/4796 |