An Integrated Approach of Junction Tree and Naive Bayes for Network Intrusion Detection System |
Author(s): |
| Jyoti Gupta , shri ram institute of techonology; Anshul Khurana, shri ram institute of technology |
Keywords: |
| IDS |
Abstract |
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"Network intrusion detection system (NIDS)" monitors traffic on a network looking for doubtful activity, which could be an attack or illegal activity. The intrusion detection techniques based upon data mining are generally plummet into one of two categories: misuse detection and anomaly detection. In misuse detection, each instance in a data set is labeled as 'normal' or 'intrusive' and a learning algorithm is trained over the labeled data. In this paper we will discuss about the steps involved in NIDS, further we will compare different techniques of NIDS based on accuracy parameter i.e. precision and recall. |
Other Details |
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Paper ID: IJSRDV5I90539 Published in: Volume : 5, Issue : 9 Publication Date: 01/12/2017 Page(s): 997-1001 |
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