IEEE - Institute of Electrical and Electronics Engineers, Inc. - Apply nonlinear dimensionality reduction method to large-scale communication network traffic analysis

2008 International Conference on Communications, Circuits and Systems

Author(s): Weisong He ; Zhiping Li ; Hongmei Xiang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2008
Conference Location: Fujian, China
Conference Date: 25 May 2008
Page(s): 466 - 468
ISBN (CD): 978-1-4244-2064-3
ISBN (Paper): 978-1-4244-2063-6
DOI: 10.1109/ICCCAS.2008.4657815
Regular:

In this paper, we apply locally linear embedding method to large-scale communication network traffic analysis at flow-level. With the method, we can separate normal behavior from abnormal behavior... View More

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