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An Attack Detection Mechanism Based on a Distributed Hierarchical Multi-agent Architecture for Protecting Databases

This paper presents an innovative approach to detect and classify SQL injection attacks. The existing approaches are centralized while this proposal is based on a distributed hierarchical architecture to provide a robust and dynamic strategy. The strategy for the classification and detection of SQL...

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Main Author: Pinzón Trejos, Cristian (author)
Other Authors: De Paz, Yanira (author), Cano, Rosa (author), Rubio, Manuel (author)
Format: article
Language:English
Published: 2009
Subjects:
SQL injection
Security database
IDS
Multi-agent
Case-based reasoning
Online Access:http://ridda2.utp.ac.pa/handle/123456789/4885
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author Pinzón Trejos, Cristian
author2 De Paz, Yanira
Cano, Rosa
Rubio, Manuel
author2_role author
author
author
author_browse Cano, Rosa
De Paz, Yanira
Pinzón Trejos, Cristian
Rubio, Manuel
author_facet Pinzón Trejos, Cristian
De Paz, Yanira
Cano, Rosa
Rubio, Manuel
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, Yanira
Cano, Rosa
Rubio, Manuel
dc.date.none.fl_str_mv 2009-07-01
2009-07-01
2018-06-07T18:40:07Z
2018-06-07T18:40:07Z
2018-06-07T18:40:07Z
2018-06-07T18:40:07Z
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.identifier.none.fl_str_mv http://ridda2.utp.ac.pa/handle/123456789/4885
http://ridda2.utp.ac.pa/handle/123456789/4885
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
Security database
IDS
Multi-agent
Case-based reasoning
SQL injection
Security database
IDS
Multi-agent
Case-based reasoning
dc.title.none.fl_str_mv An Attack Detection Mechanism Based on a Distributed Hierarchical Multi-agent Architecture for Protecting Databases
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
description This paper presents an innovative approach to detect and classify SQL injection attacks. The existing approaches are centralized while this proposal is based on a distributed hierarchical architecture to provide a robust and dynamic strategy. The strategy for the classification and detection of SQL injection attacks uses a combination based on detection by anomalies and misuses. The detection by anomaly uses a case-based reasoning mechanism incorporating a mixture of neural networks. The approach has been tested and the results are presented in this paper.
eu_rights_str_mv openAccess
format article
id PA_2ebe569fdb9df0b0d937ce26ad40de41
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:123456789/4885
publishDate 2009
publishDateSort 2009
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 An Attack Detection Mechanism Based on a Distributed Hierarchical Multi-agent Architecture for Protecting DatabasesPinzón Trejos, CristianDe Paz, YaniraCano, RosaRubio, ManuelSQL injectionSecurity databaseIDSMulti-agentCase-based reasoningSQL injectionSecurity databaseIDSMulti-agentCase-based reasoningThis paper presents an innovative approach to detect and classify SQL injection attacks. The existing approaches are centralized while this proposal is based on a distributed hierarchical architecture to provide a robust and dynamic strategy. The strategy for the classification and detection of SQL injection attacks uses a combination based on detection by anomalies and misuses. The detection by anomaly uses a case-based reasoning mechanism incorporating a mixture of neural networks. The approach has been tested and the results are presented in this paper.This paper presents an innovative approach to detect and classify SQL injection attacks. The existing approaches are centralized while this proposal is based on a distributed hierarchical architecture to provide a robust and dynamic strategy. The strategy for the classification and detection of SQL injection attacks uses a combination based on detection by anomalies and misuses. The detection by anomaly uses a case-based reasoning mechanism incorporating a mixture of neural networks. The approach has been tested and the results are presented in this paper.2018-06-07T18:40:07Z2018-06-07T18:40:07Z2018-06-07T18:40:07Z2018-06-07T18:40:07Z2009-07-012009-07-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttp://ridda2.utp.ac.pa/handle/123456789/4885http://ridda2.utp.ac.pa/handle/123456789/4885engenghttps://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:123456789/48852021-07-06T15:35:06Z
spellingShingle An Attack Detection Mechanism Based on a Distributed Hierarchical Multi-agent Architecture for Protecting Databases
Pinzón Trejos, Cristian
SQL injection
Security database
IDS
Multi-agent
Case-based reasoning
SQL injection
Security database
IDS
Multi-agent
Case-based reasoning
status_str publishedVersion
title An Attack Detection Mechanism Based on a Distributed Hierarchical Multi-agent Architecture for Protecting Databases
title_full An Attack Detection Mechanism Based on a Distributed Hierarchical Multi-agent Architecture for Protecting Databases
title_fullStr An Attack Detection Mechanism Based on a Distributed Hierarchical Multi-agent Architecture for Protecting Databases
title_full_unstemmed An Attack Detection Mechanism Based on a Distributed Hierarchical Multi-agent Architecture for Protecting Databases
title_short An Attack Detection Mechanism Based on a Distributed Hierarchical Multi-agent Architecture for Protecting Databases
title_sort An Attack Detection Mechanism Based on a Distributed Hierarchical Multi-agent Architecture for Protecting Databases
topic SQL injection
Security database
IDS
Multi-agent
Case-based reasoning
SQL injection
Security database
IDS
Multi-agent
Case-based reasoning
url http://ridda2.utp.ac.pa/handle/123456789/4885

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