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A Study of Statistical Approach for Detection of Outliers in Network Traffic
- Issue Date
- Dec-2005
- Publisher
- 한국데이터정보과학회
- Keywords
- Network Traffic; Outliers; Time Series Models
- Citation
- 한국데이터정보과학회지, v.16, no.4, pp 979 - 987
- Pages
- 9
- Journal Title
- 한국데이터정보과학회지
- Volume
- 16
- Number
- 4
- Start Page
- 979
- End Page
- 987
- ISSN
- 1598-9402
- Abstract
- In this research we study conventional and new statistical methods to analyse and detect outliers in network traffic and we apply the nonlinear time series model to make better performance of detecting abnormal traffic rather the linear time series model to compare the performances of the two models.
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