Paper Abstract and Keywords |
Presentation |
2005-10-20 16:25
[Encouragement Talk]
Applying Naive Bayesian Classifier to network management Tatsuya Mori, Ryoichi Kawahara, Noriaki Kamiyama (NTT) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper develops a new method, which detects hosts infected by worms. The key idea is to use Naive Bayesian Classifier (NBC), which is used for spam filtering. Using the learned statistics, which can be obtained from a priori data or measured statistics, the method probabilisticly estimates the class to which newly measured hosts may belong. Since the method can estimate the class of hosts, which have {\it unknown} attributes, it has good robustness. We validate the accuracy of the method, using measured packet traces. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
measurement / worm / deteciton / Naive Bayesian Classifier / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 105, no. 357, NS2005-103, pp. 17-20, Oct. 2005. |
Paper # |
NS2005-103 |
Date of Issue |
2005-10-13 (NS) |
ISSN |
Print edition: ISSN 0913-5685 |
Download PDF |
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Conference Information |
Committee |
NS |
Conference Date |
2005-10-20 - 2005-10-21 |
Place (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
NS |
Conference Code |
2005-10-NS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Applying Naive Bayesian Classifier to network management |
Sub Title (in English) |
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measurement |
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worm |
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deteciton |
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Naive Bayesian Classifier |
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1st Author's Name |
Tatsuya Mori |
1st Author's Affiliation |
NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT) |
2nd Author's Name |
Ryoichi Kawahara |
2nd Author's Affiliation |
NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT) |
3rd Author's Name |
Noriaki Kamiyama |
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NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT) |
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Speaker |
Author-1 |
Date Time |
2005-10-20 16:25:00 |
Presentation Time |
25 minutes |
Registration for |
NS |
Paper # |
NS2005-103 |
Volume (vol) |
vol.105 |
Number (no) |
no.357 |
Page |
pp.17-20 |
#Pages |
4 |
Date of Issue |
2005-10-13 (NS) |
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