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TON
2008

Internet traffic behavior profiling for network security monitoring

13 years 3 months ago
Internet traffic behavior profiling for network security monitoring
Abstract--Recent spates of cyber-attacks and frequent emergence of applications affecting Internet traffic dynamics have made it imperative to develop effective techniques that can extract, and make sense of, significant communication patterns from Internet traffic data for use in network operations and security management. In this paper, we present a general methodology for building comprehensive behavior profiles of Internet backbone traffic in terms of communication patterns of end-hosts and services. Relying on data mining and entropy-based techniques, the methodology consists of significant cluster extraction, automatic behavior classification and structural modeling for in-depth interpretive analyses. We validate the methodology using data sets from the core of the Internet.
Kuai Xu, Zhi-Li Zhang, Supratik Bhattacharyya
Added 15 Dec 2010
Updated 15 Dec 2010
Type Journal
Year 2008
Where TON
Authors Kuai Xu, Zhi-Li Zhang, Supratik Bhattacharyya
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