A Survey on Decision Tree based Methods in IDS for Attack Detection in Mobile Ad hoc Network |
Author(s): |
| Archan A. Thakkar , Hasmukh Goswami College of Engineering, Vahelal, Ahemdabad; Prof. Avani Parmar, Hasmukh Goswami College of Engineering, Vahelal, Ahemdabad |
Keywords: |
| Security Attacks, Intrusion Detection System, Decision Tree, ID3 algorithm |
Abstract |
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Mobile Ad hoc Network (MANET) is a collection of mobile nodes that are capable of communicating with each other without any infrastructure. Mobile Ad Hoc Network suffers from security attacks. Security is a burning issue in MANET. There are many algorithm used to protect whole network. The field of Intrusion Detection has received increasing attention in present years. The Intrusion Detection techniques using data mining have attracted more and more interest. In data mining techniques Decision Tree is an important method of classification. ID3 is one of the popular decision tree algorithm. The goal of our survey is to present a comprehensive review of the recent literature on the ID3 algorithm and survey on how they are improved than the others and which factors are to altered to further impove them. |
Other Details |
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Paper ID: IJSRDV2I10312 Published in: Volume : 2, Issue : 10 Publication Date: 01/01/2015 Page(s): 335-337 |
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