Anukool Lakhina, Mark Crovella, and Christophe Diot May 19, 2004...  Home/Search
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Abstract: Detecting and understanding anomalies in IP networks is an open and ill-defined problem. Toward this end, we have recently proposed the subspace method for anomaly diagnosis. In this paper we present the first large-scale exploration of the power of the subspace method when applied to flow traffic. An important aspect of this approach is that it fuses information from flow measurements taken throughout a network. We apply the subspace method to three different types of sampled flow traffic... (Update)
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BibTeX entry: (Update)
A. Lakhina, M. Crovella, and C. Diot. Characterization of Network-Wide Anomalies in Traffic Flows. Technical Report BUCS-2004-020, Boston University, 2004. http://citeseer.ist.psu.edu/715839.html More
@misc{ lakhina04characterization,
author = "A. Lakhina and M. Crovella and C. Diot",
title = "Characterization of Network-Wide Anomalies in Traffic Flows",
text = "A. Lakhina, M. Crovella, and C. Diot. Characterization of Network-Wide
Anomalies in Traffic Flows. Technical Report BUCS-2004-020, Boston University,
2004.",
year = "2004",
url = "citeseer.ist.psu.edu/715839.html" }
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9 Network Traffic Analysis and Modeling at the Connection Leve.. (context) - Sarvotham, Riedi et al. - 2001
9 Characterization of Failures in an IP Backbone - Markopoulou, Iannaccone et al. - 2004
9 Structural Analysis of Network Traffic Flows - Lakhina, Papagiannaki et al. - 2004
5 Multi-dimensional Fault Diagnosis Using a Subspace Approach - Dunia, Qin - 1997
5 Diagnosing Network-Wide Traffic Anomalies - Lakhina, Crovella et al. - 2004
3 A Taxonomy of DDoS Attacks and Defense Mechanisms (context) - Mirkovic, Reiher - 2004
2 A Flow-based Method for Abnormal Network Traffic Detection (context) - Kim, Kang et al. - 2004
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