Australian Information Security Management Conference

Document Type

Conference Proceeding

Publisher

secau Security Research Centre, Edith Cowan University, Perth, Western Australia

Comments

Originally published in the Proceedings of the 9th Australian Information Security Management Conference, Edith Cowan University, Perth Western Australia, 5th -7th December, 2011

Abstract

Border Gateway Protocol (BGP) is a dynamic routing protocol in the Internet that allows Autonomous System (AS) to exchange information with other networks. The main goal of BGP is to provide a loop free path to the destination. Security has been a major issue for BGP and due to a large number of attacks on routers; it has resulted in router misconfiguration, power failure and Denial of Service (DoS) attacks. Detection and prevention of attacks in router at early stages of implementation has been a major research focus in the past few years. In this research paper, we compare three statistical based anomaly detection algorithms (CUSUM, adaptive threshold and k-mean cluster) through experiment. We then carry out analysis, based on detection probability, false alarm rate and capture intensity (high & low) on the attacked routers.

DOI

10.4225/75/57b5493ecd8c9

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