Call for Papers 2024 |
Feb 2024 - Volume 16, Issue 1
Deadline: 15 Jan 2025
Publication: 20 Feb 2025
Dec 2024 - Volume 16, Issue 2
Deadline: 15 Mar 2024
Publication: 20 Apr 2024
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ABSTRACT
Title |
: |
Application of Association Rule Mining for developing Network Intrusion Detection System:.An analysis using NSL KDD Data Set |
Authors |
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Jamal Hussain, Pranjal Kalita |
Keywords |
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Stochastic Modelling, Computer System, Software Redundancy, Priority to Hardware Repair and Reliability Measures. |
Issue Date |
: |
Oct-Nov 2017 |
Abstract |
: |
Development of Intrusion detection system using various techniques has become an emerging trend in research. This paper has explored the possibilities of developing network intrusion detection system using association rule mining techniques by analyzing the NSL-KDD data set using association rule to understand the behaviour and trend of network traffic especially the intrusive traffic. Support and Confidence are two popularly used association rule mining techniques have been used to calculate the frequency and association among different network traffic features to unhide the hidden pattern and information of the intrusive network traffic. A rule has been generated in [IF-THEN-ELSE] format to detect network intrusion. |
Page(s) |
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571-574 |
ISSN |
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0976-5166 |
Source |
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Vol. 8, No.5 |
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