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2014 IEEE 28th International Conference on Advanced Information Networking and Applications (AINA) (2014)
Victoria, BC, Canada
May 13, 2014 to May 16, 2014
ISSN: 1550-445X
ISBN: 978-1-4799-3629-8
pp: 512-516
ABSTRACT
With the global widespread usage of the Internet, more and more cyber-attacks are being performed. Many of these attacks utilize IP address spoofing. This paper describes IP spoofing attacks and the proposed methods currently available to detect or prevent them. In addition, it presents a statistical analysis of the Hop Count parameter used in our proposed IP spoofing detection algorithm. We propose an algorithm, inspired by the Hop Count Filtering (HCF) technique, that changes the learning phase of HCF to include all the possible available Hop Count values. Compared to the original HCF method and its variants, our proposed method increases the true positive rate by at least 9% and consequently increases the overall accuracy of an intrusion detection system by at least 9%. Our proposed method performs in general better than HCF method and its variants.
INDEX TERMS
IP networks, Filtering, Internet, Computer crime, Testing, Routing protocols
CITATION

A. Mukaddam, I. Elhajj, A. Kayssi and A. Chehab, "IP Spoofing Detection Using Modified Hop Count," 2014 IEEE 28th International Conference on Advanced Information Networking and Applications (AINA), Victoria, BC, Canada, 2014, pp. 512-516.
doi:10.1109/AINA.2014.62
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