Automatic Detection of Function Clones in a Counter Measures in Intrusion Detection System |
Author(s): |
K. Anitha , Tamil university; A. Senthilkumar, Tamil university |
Keywords: |
Contradiction Detection, Intrusion detection system, Sequential Probability Ratio Test (SPRT), Shiryaev-Roberts procedure, multi-cyclic location |
Abstract |
This function considers the problematic of efficient online anomaly recognition in computer network traffic. The problematic is move near statistically, as that of sequential (quickest) change point detection. A multi-cyclic location of fastest change detection is a usual fit for this problem. It recommends a novel score-based multi-cyclic discovery algorithm. The procedure is grounded on the so-called Shiryaev–Roberts procedure. This method is as informal to employ in preparation and as computationally economical as the widespread Cumulative Sum chart and the Exponentially Weighted Moving Average arrangement. The probability ratio based Shiryaev–Roberts procedure has interesting optimality properties; predominantly it is exactly optimum in a multi-cyclic setting geared to perceive a change occurring at a far time horizon. It is therefore expectable that an intrusion recognition algorithm based on the Shiryaev–Roberts technique will perform better than other recognition organizations. This is confirmed experimentally for real recommendations. We also discuss the analogous case of hostage our contradiction detection algorithm with a spectral-signature intrusion detection system with fake careworn filtering and true existence confirmation skill, so as to obtain a synergistic organization. |
Other Details |
Paper ID: IJSRDV5I80490 Published in: Volume : 5, Issue : 8 Publication Date: 01/11/2017 Page(s): 602-604 |
Article Preview |
|
|