Australian Information Security Management Conference
Document Type
Conference Proceeding
Publisher
secau Security Research Centre, Edith Cowan University, Perth, Western Australia
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
Comments
9th Australian Information Security Management Conference, Edith Cowan University, Perth Western Australia, 5th -7th December, 2011