Presentation | 2006-05-18 A State Evaluation Method of Network Traffic using Histograms of Correlation Coefficients Yuji WAIZUMI, Jun'ichi HIROSE, Hiroshi TSUNODA, Yoshiaki NEMOTO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We propose a network traffic modeling method using a histogram of the probabilities of of occurrence of correlation coefficients which are calculated using a pair of observed values of network traffic, and propose a state evaluation method of network traffic using a matrix of the probabilities. This report show that some characteristic matrices can be generated correspond to malicious accesses and types of application, and a prospect of anomaly detection based on the matrix. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Network Traffic State Evaluation / Anomaly Detection / Correlation Coefficient Histogram / Matrix of Occurrence Probabilities |
Paper # | NS2006-29 |
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Committee | NS |
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Conference Date | 2006/5/11(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Network Systems(NS) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A State Evaluation Method of Network Traffic using Histograms of Correlation Coefficients |
Sub Title (in English) | |
Keyword(1) | Network Traffic State Evaluation |
Keyword(2) | Anomaly Detection |
Keyword(3) | Correlation Coefficient Histogram |
Keyword(4) | Matrix of Occurrence Probabilities |
1st Author's Name | Yuji WAIZUMI |
1st Author's Affiliation | Graduate School of Information Sciences, Tohoku University() |
2nd Author's Name | Jun'ichi HIROSE |
2nd Author's Affiliation | Honda Motor Co., Ltd. |
3rd Author's Name | Hiroshi TSUNODA |
3rd Author's Affiliation | Graduate School of Information Sciences, Tohoku University |
4th Author's Name | Yoshiaki NEMOTO |
4th Author's Affiliation | Graduate School of Information Sciences, Tohoku University |
Date | 2006-05-18 |
Paper # | NS2006-29 |
Volume (vol) | vol.106 |
Number (no) | 41 |
Page | pp.pp.- |
#Pages | 4 |
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