Negative Selection Algorithm and CART Based Intrusion Detection System

Authors

  • Shikha Singh Dept. of Computer Science and Engineering NRI Institute of Information Science & Technology Bhopal, INDIA
  • Sini Shibu Dept. of Computer Science and Engineering NRI Institute of Information Science & Technology Bhopal, INDIA

DOI:

https://doi.org/10.24113/ijoscience.v2i2.78

Keywords:

Classification, Intrusion Detection, Tree, CART, Negative Selection Algorithm.

Abstract

In today’s world of the raising technologies the security have become one of the major concern for the researchers of computers science field. So for providing the security to the system the concept of Intrusion detection mechanism is introduced by the researchers few years ago. Since the introduction of this approach till now several mechanisms for IDS have been exits which may enhance the performance of this concept. So this paper is objected to enhance the intrusion detection system’s accuracy by introducing the concept decision tree. As this is a widely known algorithm so there is also exist some issues with the IDS approach like its low performance, high false alarm rate etc. Hence a requirement is there is to establish a new robust mechanism of decision tree to generate an efficient decision rules for providing security to the network or system.

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Published

04/29/2016

How to Cite

Singh, S., & Shibu, S. (2016). Negative Selection Algorithm and CART Based Intrusion Detection System. SMART MOVES JOURNAL IJOSCIENCE, 2(2). https://doi.org/10.24113/ijoscience.v2i2.78