Intrusion Detection System for Energy Efficient Cluster based Vehicular Adhoc Networks

نویسندگان

چکیده

A vehicular Adhoc Network, a subfield of Mobile Network is defined by its high mobility and demonstrating dissimilar patterns. So, VANET clustering techniques are needed with the consideration parameters amongst nearby nodes to construct stable techniques. At same time, security also major design issue in which can be resolved Intrusion Detection Systems. In contrast conventional IDS, based IDS required designed such way that functioning system does not affect real-time efficiency performance applications. With this motivation, paper presents an efficient Fuzzy Logic Clustering optimal Support Vector Machine, called FLC-OFSVM System for VANET. The proposed model involves two stages operations namely intrusion detection. Primarily, FLC technique employed select appropriate set cluster heads clusters. Besides, lightweight anomaly named FSVM optimized krill herd optimization algorithm developed detect existence malevolent attacks KH on herding behavior krillsis used optimally tune model. order investigate model, extensive simulations carried out results investigated terms several measures.

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ژورنال

عنوان ژورنال: International Journal of Advanced Computer Science and Applications

سال: 2021

ISSN: ['2158-107X', '2156-5570']

DOI: https://doi.org/10.14569/ijacsa.2021.0121025