Please use this identifier to cite or link to this item: http://hdl.handle.net/10366/134927
Protecting Web Services against DoS Attacks: A Case-Based Reasoning Approach: Profile on PlumX
Title: Protecting Web Services against DoS Attacks: A Case-Based Reasoning Approach
Authors: Pinzón, Cristian
de Paz Santana, Juan F.
Zato Domínguez, Carolina
Bajo Pérez, Javier
Keywords: Computer Science
Issue Date: 2010
Publisher: Springer Science + Business Media
Citation: Hybrid Artificial Intelligence Systems Lecture Notes in Computer Science. Lecture Notes in Computer Science. Volumen 6076, pp. 229-236.
Abstract: The real-time detection is a key factor to detect and block DoS attacks within Web services. DoS attacks can be generated for different techniques that take advantage of points vulnerable within Web services. This paper describes a novel proposal based on a real time agent to classify user requests and detect and block malicious SOAP messages. The classification mechanism is based on a Case-Base Reasoning (CBR) model, where the different CBR phases are time bounded. Within the reuse phase of the CBR cycle is incorporated a mixture of experts to choose the most suitable technique of classification depending on the feature of the attack and the available time to solve the classification. A prototype of the architecture was developed and the results obtained are presented in this study.
URI: http://hdl.handle.net/10366/134927
ISBN: 978-3-642-13768-6 (Print) / 978-3-642-13769-3 (Online)
ISSN: 0302-9743 (Print) / 1611-3349 (Online)
Appears in Collections:BISITE. Congresos

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