Temporal bounded reasoning for context-based information fusion in DoS attack detection
Security is one of the main aspects to take into account when designing and developing web services. A meaning number of mechanisms of attack can lead to a web service system crash. As a result, the web service cannot allow the access to authorized users. This type of attacks is so-called as denial...
Autores Principales: | Pinzón Trejos, Cristian, De Paz, Juan, Bajo, Javier, Navarro, Martí, Zato, Carolina, Julián, Vicente |
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2018
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http://ridda2.utp.ac.pa/handle/123456789/4889 http://ridda2.utp.ac.pa/handle/123456789/4889 |
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RepoUTP48892021-07-06T15:35:07Z Temporal bounded reasoning for context-based information fusion in DoS attack detection Pinzón Trejos, Cristian De Paz, Juan Bajo, Javier Navarro, Martí Zato, Carolina Julián, Vicente mixture of experts CBR temporal-bounded process mixture of experts CBR temporal-bounded process Security is one of the main aspects to take into account when designing and developing web services. A meaning number of mechanisms of attack can lead to a web service system crash. As a result, the web service cannot allow the access to authorized users. This type of attacks is so-called as denial of service attack (DoS) which affects the availability of the services and resources. This paper presents an approach to detect and classify DoS attacks, based on Case-based Reasoning methodology where heterogeneous data are merged in order to obtain a set of cases that reflect previous analysis. The proposal has two peculiarities: (i) when a web service is attacked, this possible attack is studied by different analysers, distributing previous experiences among the analysers, in order to classify attacks in a better way; and (ii) the analysis process against attacks is temporal bounded allowing its use in environments with temporal constraints. Security is one of the main aspects to take into account when designing and developing web services. A meaning number of mechanisms of attack can lead to a web service system crash. As a result, the web service cannot allow the access to authorized users. This type of attacks is so-called as denial of service attack (DoS) which affects the availability of the services and resources. This paper presents an approach to detect and classify DoS attacks, based on Case-based Reasoning methodology where heterogeneous data are merged in order to obtain a set of cases that reflect previous analysis. The proposal has two peculiarities: (i) when a web service is attacked, this possible attack is studied by different analysers, distributing previous experiences among the analysers, in order to classify attacks in a better way; and (ii) the analysis process against attacks is temporal bounded allowing its use in environments with temporal constraints. 2018-06-07T19:25:57Z 2018-06-07T19:25:57Z 2018-06-07T19:25:57Z 2018-06-07T19:25:57Z 07/26/2010 07/26/2010 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://ridda2.utp.ac.pa/handle/123456789/4889 http://ridda2.utp.ac.pa/handle/123456789/4889 eng eng https://creativecommons.org/licenses/by-nc-sa/4.0/ info:eu-repo/semantics/openAccess application/pdf application/pdf |
institution |
Universidad Tecnológica de Panamá |
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Repositorio UTP – Ridda2 |
language |
Inglés Inglés |
topic |
mixture of experts CBR temporal-bounded process mixture of experts CBR temporal-bounded process |
spellingShingle |
mixture of experts CBR temporal-bounded process mixture of experts CBR temporal-bounded process Pinzón Trejos, Cristian De Paz, Juan Bajo, Javier Navarro, Martí Zato, Carolina Julián, Vicente Temporal bounded reasoning for context-based information fusion in DoS attack detection |
description |
Security is one of the main aspects to take into account when designing and developing web services. A meaning number of mechanisms of attack can lead to a web service system crash. As a result, the web service cannot allow the access to authorized users. This type of attacks is so-called as denial of service attack (DoS) which affects the availability of the services and resources. This paper presents an approach to detect and classify DoS attacks, based on Case-based Reasoning methodology where heterogeneous data are merged in order to obtain a set of cases that reflect previous analysis. The proposal has two peculiarities: (i) when a web service is attacked, this possible attack is studied by different analysers, distributing previous experiences among the analysers, in order to classify attacks in a better way; and (ii) the analysis process against attacks is temporal bounded allowing its use in environments with temporal constraints. |
format |
Artículo |
author |
Pinzón Trejos, Cristian De Paz, Juan Bajo, Javier Navarro, Martí Zato, Carolina Julián, Vicente |
author_sort |
Pinzón Trejos, Cristian |
title |
Temporal bounded reasoning for context-based information fusion in DoS attack detection |
title_short |
Temporal bounded reasoning for context-based information fusion in DoS attack detection |
title_full |
Temporal bounded reasoning for context-based information fusion in DoS attack detection |
title_fullStr |
Temporal bounded reasoning for context-based information fusion in DoS attack detection |
title_full_unstemmed |
Temporal bounded reasoning for context-based information fusion in DoS attack detection |
title_sort |
temporal bounded reasoning for context-based information fusion in dos attack detection |
publishDate |
2018 |
url |
http://ridda2.utp.ac.pa/handle/123456789/4889 http://ridda2.utp.ac.pa/handle/123456789/4889 |
_version_ |
1785813575186513920 |
score |
12.140644 |