A Solution CBR Agent-Based to Classify SOAP Message within SOA Environments

This paper presents the core component of a solution based on agent technology specifically adapted for the classification of SOA messages. These messages can carry out attacks that target the applications providing Web Services. An advanced mechanism of classification designed in two phases incorpo...

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Autores Principales: Pinzón Trejos, Cristian, Peréz, Belén, González, Angélica, de Luís, Ana, Román, J.A.
Formato: Artículo
Idioma: Inglés
Inglés
Publicado: 2018
Materias:
Acceso en línea: http://ridda2.utp.ac.pa/handle/123456789/4892
http://ridda2.utp.ac.pa/handle/123456789/4892
Sumario: This paper presents the core component of a solution based on agent technology specifically adapted for the classification of SOA messages. These messages can carry out attacks that target the applications providing Web Services. An advanced mechanism of classification designed in two phases incorporates a CBR-Agent type for classifying the incoming SOAP messages as legal or malicious. Its main feature involves the use of decision trees, fuzzy logic rules and neural networks for filtering attacks.