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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)
Download PDF 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)  
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  
4th Author's Affiliation 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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