IJIRST (International Journal for Innovative Research in Science & Technology)ISSN (online) : 2349-6010

 International Journal for Innovative Research in Science & Technology

Improved Algorithm for Network Intrusion Detection System based on K-Nearest Neighbor: Survey


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International Journal for Innovative Research in Science & Technology
Volume 3 Issue - 3
Year of Publication : 2016
Authors : Jyotika Gupta ; Krishna Nand Chaturvedi

BibTeX:

@article{IJIRSTV3I3029,
     title={Improved Algorithm for Network Intrusion Detection System based on K-Nearest Neighbor: Survey},
     author={Jyotika Gupta and Krishna Nand Chaturvedi},
     journal={International Journal for Innovative Research in Science & Technology},
     volume={3},
     number={3},
     pages={81--84},
     year={},
     url={http://www.ijirst.org/articles/IJIRSTV3I3029.pdf},
     publisher={IJIRST (International Journal for Innovative Research in Science & Technology)},
}



Abstract:

From the onset of web arrangement, protection menaces normally recognized as intrusions has come to be extremely vital and critical subject in web arrangements, data and data system. In order to vanquish these menaces every single period a detection arrangement was demanded because of drastic development in networks. Because of the development of arrangement, attackers came to be stronger and every single period compromises the protection of system. Hence a demand of Intrusion Detection arrangement came to be extremely vital and vital instrument in web security. Detection and prevention of such aggressions shouted intrusions generally depends on the skill and efficiency of Intrusion Detection Arrangement (IDS).Therefore countless ensemble mechanism has been counseled by employing countless methodologies’, these methodologies have their own benefits and short comings. In this paper we will focus on different classification techniques.


Keywords:

Intrusion Detection, Anomaly Detection, Misuse Detection, KDD Cup 99, Ensemble Approaches


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