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Home»Articles»Computation of Risk Severity of the Malicious Node using Adaptive Neuro Fuzzy Inference System (ANFIS)

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Asian Journal of Engineering and Applied Technology (AJEAT)

Editor Dr. Seshadri Ramkumar
Print ISSN : 2249-068X
Frequency : Quarterly

Computation of Risk Severity of the Malicious Node using Adaptive Neuro Fuzzy Inference System (ANFIS)

Author : R. Dharmarajan and V. Thiagarasu
Volume 8 No.1 January-March 2019 pp 9-14

Abstract

The Intrusion Detection System (IDS) can be employed broadly for safety network. Intrusion Detection Systems (IDSs) are commonly positioned alongside with other protecting safety mechanisms, such as authentication and access control, as a subsequent line of defence that guards data structures. In this paper, Adaptive Neuro Fuzzy Inference System has utilized to predict the risk severity of the malicious nodes found the previous classification phase.

Keywords

Wireless Network, Fuzzy Logic, Adaptive Neuro Fuzzy Inference System, Membership Function, KDDCUP dataset, Fuzzy Rules

Full Text:

References

[1] Jang, J-SR, and Chuen-Tsai Sun, “Neuro-fuzzy modeling and control”, Proceedings of the IEEE, Vol. 83, No. 3, pp. 378-406, 1995.
[2] Lin, Yinghua, and George A. Cunningham, “A new approach to fuzzy-neural system modeling”, IEEE Transactions on Fuzzy systems, Vol.3, No. 2, pp. 190-198, 1995.
[3] Kim, Jaesoo, and Nikola Kasabov, “HyFIS: adaptive neuro-fuzzy inference systems and their application to nonlinear dynamical systems”, Neural Networks, Vol. 12, No. 9, pp. 1301-1319, 1999.
[4] Nelles, Oliver, “Nonlinear system identification: from classical approaches to neural networks and fuzzy models”, Springer Science & Business Media, 2013.
[5] C. Nayak, Puma et al., “A neuro-fuzzy computing technique for modeling hydrological time series”, Journal of Hydrology, Vol. 291, No. 1-2, pp. 52-66, 2004.
[6] Babuška, Robert, and Henk Verbruggen, “Neuro-fuzzy methods for nonlinear system identification”, Annual reviews in control, Vol. 27, No. 1, pp. 73-85, 2003.
[7] Kuo, J. Ren and K. C. Xue, “A decision support system for sales forecasting through fuzzy neural networks with asymmetric fuzzy weights”, Decision Support Systems, Vol. 24, No. 2, pp. 105-126, 1998.
[8] Wu, Shiqian, Meng Joo Er, and Yang Gao, “A fast approach for automatic generation of fuzzy rules by generalized dynamic fuzzy neural networks”, IEEE Transactions on Fuzzy Systems, Vol. 9, No. 4, pp. 578-594, 2001.
[9] Gao, Yang, and Meng Joo Er, “Online adaptive fuzzy neural identification and control of a class of MIMO nonlinear systems”, IEEE Transactions on Fuzzy Systems, Vol. 11, No. 4, pp. 462-477, 2003.
[10] Kukolj, Dragan, and Emil Levi, “Identification of complex systems based on neural and Takagi-Sugeno fuzzy model”, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), Vol. 34, No. 1, pp. 272-282, 2004.
[11] Buragohain, Mrinal, and Chitralekha Mahanta, “A novel approach for ANFIS modelling based on full factorial design”, Applied soft computing, Vol. 8, No. 1, pp. 609-625, 2008.
[12] Kasabov, K. Nikola and Qun Song, “DENFIS: dynamic evolving neural-fuzzy inference system and its application for time-series prediction”, IEEE transactions on Fuzzy Systems, Vol. 10, No. 2, pp. 144-154, 2002.
[13] Bechlioulis, P. Charalampos and George A. Rovithakis, “Robust adaptive control of feedback linearizable MIMO nonlinear systems with prescribed performance”, IEEE Transactions on Automatic Control, Vol. 53, No. 9, pp. 2090-2099, 2008.
[14] Abonyi, Janos, Robert Babuska, and Ferenc Szeifert, “Modified Gath-Geva fuzzy clustering for identification of Takagi-Sugeno fuzzy models”, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), Vol. 32, No. 5, pp. 612-621, 2002.
[15] Abraham, Ajith, and Baikunth Nath, “A neuro-fuzzy approach for modelling electricity demand in Victoria”, Applied Soft Computing, Vol. 1, No. 2, pp. 127-138, 2001.

Asian Journal of Engineering and Applied Technology is a peer-reviewed International research journal aiming at promoting and publishing original high quality research in all disciplines of engineering and applied technology. All research articles submitted to AJEAT should be original in nature, never previously published in any journal or presented in a conference or undergoing such process across the world. All the submissions will be peer-reviewed by the panel of experts associated with particular field. Submitted papers should meet the internationally accepted criteria and manuscripts should follow the style of the journal for the purpose of both reviewing and editing.

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The Intrusion Detection System (IDS) can be employed broadly for safety network. Intrusion Detection Systems (IDSs) are commonly positioned alongside with other protecting safety mechanisms, such as authentication and access control, as a subsequent line of defence that guards data structures. In this paper, Adaptive Neuro Fuzzy Inference System has utilized to predict the risk severity of the malicious nodes found the previous classification phase.

Editor-in-Chief
Dr. Seshadri Ramkumar
Department of Environmental Toxicology, Texas Tech University, Texas
[email protected]
Editorial Advisory Board
Dr. Kamarul Ariffin Bin Noordin
Department of Electrical Engineering, University of Malaya, Malaysia
k[email protected]
Dr. Benjamin T.F. Chung
Department of Mechanical Engineering, University of Akron, Akron, USA
[email protected]
Dr. Mohd Faiz Bin Mohd Salleh
Department of Electrical Engineering, University of Malaya, Malaysia
[email protected]
Dr. Suhana Binti Mohd Said
Department of Electrical Engineering, University of Malaya, Malaysia
[email protected]
Dr. Norrima Binti Mokhtar
Department of Electrical Engineering, University of Malaya, Malaysia
[email protected]
Dr. Mohamadariff
Department of Electrical Engineering, University of Malaya, Malaysia
[email protected]

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    Editorial Note

    Editorial Dr. Seshadri Ramkumar

    Editor-in-Chief
    Dr. Seshadri Ramkumar
    Department of Environmental Toxicology, Texas Tech University, Texas
    [email protected]
    Editorial Advisory Board
    Dr. Kamarul Ariffin Bin Noordin
    Department of Electrical Engineering, University of Malaya, Malaysia
    [email protected]
    Dr. Benjamin T.F. Chung
    Department of Mechanical Engineering, University of Akron, Akron, USA
    [email protected]
    Dr. Mohd Faiz Bin Mohd Salleh
    Department of Electrical Engineering, University of Malaya, Malaysia
    [email protected]
    Dr. Suhana Binti Mohd Said
    Department of Electrical Engineering, University of Malaya, Malaysia
    [email protected]
    Dr. Norrima Binti Mokhtar
    Department of Electrical Engineering, University of Malaya, Malaysia
    [email protected]
    Dr. Mohamadariff
    Department of Electrical Engineering, University of Malaya, Malaysia
    [email protected]

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