Academic Journal

S-MAS: An adaptive hierarchical distributed multi-agent architecture for blocking malicious SOAP messages within Web Services environments

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος: S-MAS: An adaptive hierarchical distributed multi-agent architecture for blocking malicious SOAP messages within Web Services environments
Συγγραφείς: Pinzón, Cristian I.1 cristian_ivanp@usal.es, Bajo, Javier2 jbajope@upsa.es, De Paz, Juan F.2 fcofds@usal.es, Corchado, Juan M.2 corchado@usal.es
Πηγή: Expert Systems with Applications. May2011, Vol. 38 Issue 5, p5486-5499. 14p.
Θεματικοί όροι: *Simple Object Access Protocol (Computer network protocol), *Multiagent systems, *Case-based reasoning, *XML (Extensible Markup Language), *Web services, *Security management, *Message theory (Communication), *Computer architecture
Περίληψη: Abstract: During the last years the use of Web Service-based applications has notably increased. However, the security has not evolved proportionally, which makes these applications vulnerable and objective of attacks. One of the most common attacks requiring novel solutions is the denial of service attack (DoS), caused for the modifications introduced in the XML of the SOAP messages. The specifications of existing security standards do not focus on this type of attack. This article presents the S-MAS architecture as a novel adaptive approach for dealing with DoS attacks in Web Service environments, which represents an alternative to the existing centralized solutions. S-MAS proposes a distributed hierarchical multi-agent architecture that implements a classification mechanism in two phases. The main benefits of the approach are the distributed capabilities of the multi-agent systems and the self-adaption ability to the changes that occur in the patterns of attack. A prototype of the architecture was developed and the results obtained are presented in this study. [ABSTRACT FROM AUTHOR]
Βάση Δεδομένων: Academic Search Index
Περιγραφή
ISSN:09574174
DOI:10.1016/j.eswa.2010.10.088