2011
DOI: 10.4028/www.scientific.net/amm.130-134.2098
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An Continuous Wavelet Transform-Based Detection Approach to Traffic Anomalies

Abstract: Anomalous traffic often has a significant impact on network activities and lead to the severe damage to our networks because they usually are involved with network faults and network attacks. How to detect effectively network traffic anomalies is a challenge for network operators and researchers. This paper proposes a novel method for detecting traffic anomalies in a network, based on continuous wavelet transform. Firstly, continuous wavelet transforms are performed for network traffic in several scales. We th… Show more

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