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2008 Second Asia International Conference on Modelling & Simulation
Misuse Intrusion Detection Using a Fuzzy-Metaheuristic Approach
May 13-May 15
ISBN: 978-0-7695-3136-6
| ASCII Text | x | ||
| Hamid Mohamadi, Jafar Habibi, Mohammad Saniee Abadeh, "Misuse Intrusion Detection Using a Fuzzy-Metaheuristic Approach," Asia International Conference on Modelling & Simulation, pp. 439-444, 2008 Second Asia International Conference on Modelling & Simulation, 2008. | |||
| BibTex | x | ||
| @article{ 10.1109/AMS.2008.128, author = {Hamid Mohamadi and Jafar Habibi and Mohammad Saniee Abadeh}, title = {Misuse Intrusion Detection Using a Fuzzy-Metaheuristic Approach}, journal ={Asia International Conference on Modelling & Simulation}, volume = {0}, year = {2008}, isbn = {978-0-7695-3136-6}, pages = {439-444}, doi = {http://doi.ieeecomputersociety.org/10.1109/AMS.2008.128}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Asia International Conference on Modelling & Simulation TI - Misuse Intrusion Detection Using a Fuzzy-Metaheuristic Approach SN - 978-0-7695-3136-6 SP439 EP444 A1 - Hamid Mohamadi, A1 - Jafar Habibi, A1 - Mohammad Saniee Abadeh, PY - 2008 VL - 0 JA - Asia International Conference on Modelling & Simulation ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AMS.2008.128
In this paper, we use simulated annealing heuristics for constructing an intrusion detection system (IDS). The proposed IDS combines the learning ability of simulated annealing heuristics with the approximate reasoning method of fuzzy systems. The use of simulated annealing is an effort to effectively explore the large search space related to intrusion detection problems, and find the optimum set of fuzzy if-then rules. The aim of this paper is to present the capability of simulated annealing based fuzzy system to deal with intrusion detection classification problem as a new real-world application area. Experiments were performed with KDD-Cup99 intrusion detection benchmark data set.
Citation:
Hamid Mohamadi, Jafar Habibi, Mohammad Saniee Abadeh, "Misuse Intrusion Detection Using a Fuzzy-Metaheuristic Approach," ams, pp.439-444, 2008 Second Asia International Conference on Modelling & Simulation, 2008
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