A Survey on Triangle Area Map Based Multivariate Correlation Analysis to Detect Denial-Of Service Attack

Abstract: Well organized systems such as net servers, file servers, cloud computing etc… are now under serious attack from network attackers. Denial-of-service attack is the one of the most frequent and aggressive to computing systems. In this scheme we propose a procedure called multivariate correlation analysis to detect an exact traffic flow classification by extracting the geometrical correlation between known and unknown attacks. This system includes anomaly detection method for the detection of known and unknown Dos. Additionally Triangle Area Based Technique is used to speed up the process of Multivariate Correlation Analysis (MCA). Proposed system can be evaluated by using KDD cup dataset

Keywords: Denial-of-serviceattack, network characterization,multivariate correlation, triangle area