Wavelet-based Real Time Detection of Network Traffic Anomalies

  title={Wavelet-based Real Time Detection of Network Traffic Anomalies},
  author={Chin-Tser Huang and Sachin Thareja and Yong-June Shin},
  journal={2006 Securecomm and Workshops},
Real time network monitoring for intrusions is offered by various host and network based intrusion detection systems. These systems largely use signature or pattern matching techniques at the core and thus are ineffective in detecting unknown anomalous activities. In this paper, we apply signal processing techniques in intrusion detection systems, and develop and implement a framework, called Waveman, for real time wavelet-based analysis of network traffic anomalies. Then, we use two metrics… CONTINUE READING
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