Multivariate Correlation analysis: An approach to detect DDoS attacks in                                                                                                                                                            FTP   services

Gowthami M Tevari; R H Goudar

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25-Mar-23

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Multivariate Correlation analysis: An approach to detect DDoS attacks in FTP services

Author(s):

Gowthami M Tevari , Dept. of Computer Network Engineering, Visvesvaraya Technological University, Belagavi; R H Goudar, Visvesvaraya Technological University, Belagavi

Keywords:

DDoS, Impact of DDoS, Multivariate Correlation Analysis

Abstract:

Mail servers, FTP servers and webservers and any system which has the internet connection are vulnerable to the DDoS attack. Most of the existing defense mechanisms are unable to detect the attack. In this paper we presented the detection of DDoS attack in the FTP servers using Multivariate Correlation Analysis (MCA) for extracting the features of network traffic pattern. The proposed MCA based attack detection method provides the solution that it can able to find the difference between attack flow and normal flow by learning features of FTP attack at the server.