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HAIS
2010
Springer

Incorporating Temporal Constraints in the Planning Task of a Hybrid Intelligent IDS

9 years 11 months ago
Incorporating Temporal Constraints in the Planning Task of a Hybrid Intelligent IDS
Abstract. Accurate and swift responses are crucial to Intrusion Detection Systems (IDSs), especially if automatic abortion mechanisms are running. In keeping with this idea, this work presents an extension of a Hybrid Intelligent IDS characterized by incorporating temporal control to facilitate real-time processing. The hybrid intelligent -IDS has been conceived as a Hybrid Artificial Intelligent System to perform Intrusion Detection in dynamic computer networks. It combines Artificial Neural Networks and Case-based Reasoning within a multiagent system, in order to develop a more efficient computer network security architecture. Although this temporal issue was taken into account in the initial formulation of this hybrid IDS, in this upgraded version, temporal restrictions are imposed in order to perform real/execution time processing. Experimental results are presented which validate the performance of this upgraded version.
Álvaro Herrero, Martí Navarro, Vicen
Added 19 Jul 2010
Updated 19 Jul 2010
Type Conference
Year 2010
Where HAIS
Authors Álvaro Herrero, Martí Navarro, Vicente Julián, Emilio Corchado
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