Paper Abstract and Keywords |
Presentation |
2007-12-14 13:55
Classifying Network Anomaly Events Using the Occurence Probability of Correlation Coefficients Hiroaki Meguro, Yuji Waizumi, Hiroshi Tsunoda, Yoshiaki Nemoto (Tohoku Univ) IN2007-115 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
For taking effective countermeasures against network anomaly events,the classification of detected anomaly events is required.Although the conventional detection method using correlation coefficient histogram can detect the time of occurrence of anomaly events and identify the type of anomalous packets, it is impossible to automatically classify events. In this paper, we define observation features and propose to expand the conventional method by using correlation coefficient value and its probability distribution for the classification of anomaly events. Through experiments using traffic datasets, we show the possibility of classifying network anomaly events. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Classifying Network Anomaly Events / Network Traffic State Evaluation / Correlation Coefficients Histogram / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 107, no. 378, IN2007-115, pp. 97-102, Dec. 2007. |
Paper # |
IN2007-115 |
Date of Issue |
2007-12-06 (IN) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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IN2007-115 |
Conference Information |
Committee |
IN |
Conference Date |
2007-12-13 - 2007-12-14 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hiroshima City University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Internet Traffic, TCP/IP, Network Analysis/Evaluation, Netework Model, etc. |
Paper Information |
Registration To |
IN |
Conference Code |
2007-12-IN |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Classifying Network Anomaly Events Using the Occurence Probability of Correlation Coefficients |
Sub Title (in English) |
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Keyword(1) |
Classifying Network Anomaly Events |
Keyword(2) |
Network Traffic State Evaluation |
Keyword(3) |
Correlation Coefficients Histogram |
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1st Author's Name |
Hiroaki Meguro |
1st Author's Affiliation |
Tohoku University (Tohoku Univ) |
2nd Author's Name |
Yuji Waizumi |
2nd Author's Affiliation |
Tohoku University (Tohoku Univ) |
3rd Author's Name |
Hiroshi Tsunoda |
3rd Author's Affiliation |
Tohoku University (Tohoku Univ) |
4th Author's Name |
Yoshiaki Nemoto |
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Tohoku University (Tohoku Univ) |
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Speaker |
Author-1 |
Date Time |
2007-12-14 13:55:00 |
Presentation Time |
25 minutes |
Registration for |
IN |
Paper # |
IN2007-115 |
Volume (vol) |
vol.107 |
Number (no) |
no.378 |
Page |
pp.97-102 |
#Pages |
6 |
Date of Issue |
2007-12-06 (IN) |
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