DocumentCode
3051453
Title
Network abnormal detection based on baseline envelope
Author
Luying Chen ; Weimin Li ; Xiaolong Wu ; Cuicui Wang ; Dazhong He
Author_Institution
Beijing Key Lab. of Network Syst. Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China
fYear
2012
fDate
21-23 Sept. 2012
Firstpage
310
Lastpage
313
Abstract
This paper discusses the problem of normal operation baselining for automatic detection of network anomalies. A traditional envelope baseline algorithm is presented and compared with an advanced version proposed in this paper. The capability that, the envelope should not only expand but also shrink, is supported during the baseline self-improving process. Online data based experiment shows various aspects of the results from the two algorithms, which proves the advantage of this algorithm.
Keywords
Internet; computer network security; Internet; baseline envelope algorithm; baseline self-improving process; network abnormal automatic detection; online data based experiment; Algorithm design and analysis; Analytical models; Artificial intelligence; Educational institutions; Fluctuations; Telecommunication traffic; Tires; Abnormal comparison; Baseline comparison; Envelope baseline algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Network Infrastructure and Digital Content (IC-NIDC), 2012 3rd IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-2201-0
Type
conf
DOI
10.1109/ICNIDC.2012.6418766
Filename
6418766
Link To Document