IEEE - Institute of Electrical and Electronics Engineers, Inc. - Incremental intrusion detecting method based on SOM/RBF

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Li-Ye Tian ; Wei-Peng Liu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Qingdao, China, China
Conference Date: 11 July 2010
Volume: 6
Page(s): 2,849 - 2,853
ISBN (CD): 978-1-4244-6525-5
ISBN (Electronic): 978-1-4244-6527-9
ISBN (Paper): 978-1-4244-6526-2
DOI: 10.1109/ICMLC.2010.5580770
Regular:

An incremental intrusion detecting model is proposed in this paper. This model integrates unsupervised Self Organizing Map and supervised Radial Basis Function to complete incremental learning.... View More

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