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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 6 | Month- June 2024
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Published Paper Details:
Paper Title
NETWORK SECURITY USING DATA MINING
Authors
MR..MAYANK MANGAL, MR.AKSHAY PATIL, MR.UMAIR MOMIN, MR.HEMANT RAWAL
Keywords
Intrusion Detection, KDD 99 Cup Dataset, ID3, C4.5
Abstract
Maximum Processing computation and more time consuming task has always been a limit in processing huge network intrusion data. This problem can be minimized through feature selection to condense the size of the network data involved. In this paper, we first preprocess dataset KDD 99 cup. Then we study and analysis of two decision tree algorithms (ID3 and C4.5) of data mining for the task of detecting intrusions and compare their relative performances. Based on this study, it can be concluded that C4.5 decision tree is the most suitable with high true positive rate (TPR) and low false positive rate (FTR) and low computation time with high accuracy.
IJCRT's Publication Details
Unique Identification Number - IJCRT1813716
Paper ID - 187523
Page Number(s) - 587-591
Pubished in - Volume 6 | Issue 3 | APRIL 2018
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
MR..MAYANK MANGAL, MR.AKSHAY PATIL, MR.UMAIR MOMIN, MR.HEMANT RAWAL, "NETWORK SECURITY USING DATA MINING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 3, pp.587-591, APRIL 2018, Available at :http://www.ijcrt.org/papers/IJCRT1813716.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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