Call for Papers

Feb 2020 - Volume 11, Issue 1
Deadline: 15 Jan 2020
Notification: 15 Feb 2020
Publication: 28 Feb 2020

Feb 2020 - Volume 11, Issue 1
Deadline: 15 Mar 2020
Notification: 15 Apr 2020
Publication: 29 Apr 2020

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Title : Application of Association Rule Mining for developing Network Intrusion Detection System:.An analysis using NSL KDD Data Set
Authors : Jamal Hussain, Pranjal Kalita
Keywords : 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) : 571-574
ISSN : 0976-5166
Source : Vol. 8, No.5