2024-03-29T11:54:20Zhttps://gredos.usal.es/oai/requestoai:gredos.usal.es:10366/1349352022-02-07T15:35:58Zcom_10366_122575com_10366_4512com_10366_3823col_10366_134811
Incorporating Temporal Constraints in the Planning Task of a Hybrid Intelligent IDS
Herrero Cosío, Álvaro
Navarro, Martí
Julián Inglada, Vicente
Corchado Rodríguez, Emilio Santiago
Computer Science
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.
2017-09-06T09:15:00Z
2017-09-06T09:15:00Z
2010
info:eu-repo/semantics/article
Hybrid Artificial Intelligence Systems Lecture Notes in Computer Science. 5th International Conference, HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II. Lecture Notes in Computer Science. Volumen 6077, pp. 101-110.
978-3-642-13802-7 (Print) / 978-3-642-13803-4 (Online)
0302-9743 (Print) / 1611-3349 (Online)
http://hdl.handle.net/10366/134935
en
Attribution-NonCommercial-NoDerivs 3.0 Unported
https://creativecommons.org/licenses/by-nc-nd/3.0/
info:eu-repo/semantics/openAccess
application/pdf
Springer Science + Business Media
https://gredos.usal.es/bitstream/10366/134935/3/10.1.1.208.4733.pdf.jpg
Hispana
TEXT
https://creativecommons.org/licenses/by-nc-nd/3.0/
Gredos. Repositorio Documental de la Universidad de Salamanca
http://hdl.handle.net/10366/134935