Proposing A Distributed Model For Intrusion Detection In Mobile Ad-Hoc Network Using Neural Fuzzy Interface

Publish Year: 1390
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:

JR_JACR-2-2_007

تاریخ نمایه سازی: 16 شهریور 1395

Abstract:

Security term in mobile ad hoc networks has several aspects because of thespecial specification of these networks. In this paper a distributed architecture wasproposed in which each node performed intrusion detection based on its own and itsneighbors’ data. Fuzzy-neural interface was used that is the composition of learningability of neural network and fuzzy Ratiocination of fuzzy system as our architectureengine. Our scrutiny showed that fuzzy-neural interface had a good ability forseparating normal data from abnormal. The ability of proposed architecture wasevaluated in accuracy and overhead case.

Authors

Meisam Yadollahzadeh

Department of Computer Engineering, Nour Branch, Islamic Azad University, Nour, Iran

Hamid Hassanpour

Department of Computer Eng. & IT, Shahrood University of Technology,Shahrood,Iran

Ali Movaghar

Department of Computer Engineering, Sharif University of Technology,Tehran, Iran