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...

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Autores Principales: Pinzón Trejos, Cristian, De Paz, Juan, Bajo, Javier, Navarro, Martí, Zato, Carolina, Julián, Vicente
Formato: Artículo
Idioma: Inglés
Inglés
Publicado: 2018
Materias:
CBR
Acceso en línea: http://ridda2.utp.ac.pa/handle/123456789/4889
http://ridda2.utp.ac.pa/handle/123456789/4889
id RepoUTP4889
recordtype dspace
spelling 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
collection 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