e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Apr 2019 - Volume 10, Issue 2
Deadline: 5 Apr 2019
Notification: 15 Apr 2019
Publication: 30 Apr 2019

June 2019 - Volume 10, Issue 3
Deadline: 5 June 2019
Notification: 15 June 2019
Publication: 30 June 2019

Indexed in

ABSTRACT

Title : Performance Enhancement of Intrusion Detection using Neuro - Fuzzy Intelligent System
Authors : Dr. K. S. Anil Kumar, Dr. V. Nanda Mohan
Keywords : Intrusion Detection System (IDS), K-medoids algorithm, Neuro - Fuzzy, DARPA dataset
Issue Date : Oct-Nov 2014
Abstract :
This research work aims at developing hybrid algorithms using data mining techniques for the effective enhancement of anomaly intrusion detection performance. Many proposed algorithms have not addressed their reliability with varying amount of malicious activity or their adaptability for real time use. The study incorporates a theoretical basis for improvement in performance of IDS using K-medoids Algorithm, Fuzzy Set Algorithm, Fuzzy Rule System and Neural Network techniques. Also statistical significance of estimates has been looked into for finalizing the best one using DARPA network traffic datasets.
Page(s) : 186-189
ISSN : 0976-5166
Source : Vol. 5, No.5