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Hierarchical Clustering for Network Traffic Analysis by Sai Nadh is a document available to read on EtoBox.
What is Hierarchical Clustering for Network Traffic Analysis about?
The document proposes a hierarchical clustering scheme called Echidna to efficiently analyze network traffic data. Echidna introduces a new distance measure to handle hierarchically structured attributes like IP addresses. It aims to improve on existing techniques by better identifying underlying traffic patterns and detecting anomalies like DOS attacks. The framework develops a way to cluster mixed attribute types and demonstrate improved accuracy and efficiency over other approaches.
- Author
- Sai Nadh
- Language
- EN