SAX2
Hybrid multi-agent architecture as a real-time problem-solving model
Expert Systems with Applications: An International Journal
SOA and Web Services: New Technologies, New Standards - New Attacks
ECOWS '07 Proceedings of the Fifth European Conference on Web Services
An Adaptive Intrusion Detection and Prevention (ID/IP) Framework for Web Services
ICCIT '07 Proceedings of the 2007 International Conference on Convergence Information Technology
GerAmi: Improving Healthcare Delivery in Geriatric Residences
IEEE Intelligent Systems
Visualization of learning in multilayer perceptron networks using principal component analysis
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Policy-enhanced ANFIS model to counter SOAP-related attacks
Knowledge-Based Systems
Journal of Network and Computer Applications
Hi-index | 12.05 |
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.