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Paper Abstract and Keywords
Presentation 2007-09-21 14:00
An Enhancement of Network Anomaly Detection Method Using Occurence Probability Matrices of Correlation Coefficients
Hiroaki Meguro, Yuji Waizumi, Hiroshi Tsunoda, Yoshiaki Nemoto (Tohoku Univ.) CS2007-20
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, a network anomaly detection method focusing
correlation coefficients between traffic features has been proposed.
This conventional method uses occurrence probability matrices of
correlation coefficients for detecting anomalies and identifying
anomalous
traffic features.
However, the conventional method fails to detect anomalous events
in the case that the variation of correlation coefficient value
is large in normal conditions.
For detecting such events, we propose the modification of the
conventional method to evaluate the anomalous increase of correlation
coefficients value.
Through experiments using real traffic data, we show
the effectiveness of the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) Network Traffic State Evaluation / Enhancement / Anomaly Detection / Correlation Coefficients Histogram / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 223, CS2007-20, pp. 21-26, Sept. 2007.
Paper # CS2007-20 
Date of Issue 2007-09-14 (CS) 
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 CS2007-20

Conference Information
Committee NS CS IN  
Conference Date 2007-09-20 - 2007-09-21 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Overlay networks, VPN, DDos, network security, p2p communications, network software, etc. 
Paper Information
Registration To CS 
Conference Code 2007-09-NS-CS-IN 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Enhancement of Network Anomaly Detection Method Using Occurence Probability Matrices of Correlation Coefficients 
Sub Title (in English)  
Keyword(1) Network Traffic State Evaluation  
Keyword(2) Enhancement  
Keyword(3) Anomaly Detection  
Keyword(4) Correlation Coefficients Histogram  
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Keyword(6)  
Keyword(7)  
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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
Date Time 2007-09-21 14:00:00 
Presentation Time 20 
Registration for CS 
Paper # IEICE-CS2007-20 
Volume (vol) IEICE-107 
Number (no) no.223 
Page pp.21-26 
#Pages IEICE-6 
Date of Issue IEICE-CS-2007-09-14 


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