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Paper Abstract and Keywords
Presentation 2016-03-07 15:20
[Poster Presentation] A study on sampling and sketch methods for traffic anomaly detection
Masamichi Yoshioka, Takefumi Hiraguri, Hideaki Yoshino (NIT) CQ2015-128
Abstract (in Japanese) (See Japanese page) 
(in English) Evolution and popularization of mobile devices such as smartphones and tablets lead to the drastic increase of internet traffic in recent years. Network monitoring for high speed networks shared by the increasing traffic becomes crucial issue. Especially, traffic anomaly detection technology for high speed network is one of the most important issues, because the cyber-attacks such as worm, port scan, and DDoS attack have been more serious. In this study, we focus on data reduction methods for traffic anomaly detection, which become essential in the high speed network. We firstly classify sampling and sketch methods as typical data reduction methods, then clarify the relations between these methods and traffic anomaly events. In addition, we evaluate some sampling and sketch methods for common real traffic data and clarify the future research issues.
Keyword (in Japanese) (See Japanese page) 
(in English) Traffic Anomaly / Sampling / Sketch / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 496, CQ2015-128, pp. 119-122, March 2016.
Paper # CQ2015-128 
Date of Issue 2016-02-29 (CQ) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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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Conference Information
Committee IE IMQ MVE CQ  
Conference Date 2016-03-07 - 2016-03-08 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Paper Information
Registration To CQ 
Conference Code 2016-03-IE-IMQ-MVE-CQ 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A study on sampling and sketch methods for traffic anomaly detection 
Sub Title (in English)  
Keyword(1) Traffic Anomaly  
Keyword(2) Sampling  
Keyword(3) Sketch  
1st Author's Name Masamichi Yoshioka  
1st Author's Affiliation Nippon Institute of Technology (NIT)
2nd Author's Name Takefumi Hiraguri  
2nd Author's Affiliation Nippon Institute of Technology (NIT)
3rd Author's Name Hideaki Yoshino  
3rd Author's Affiliation Nippon Institute of Technology (NIT)
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Date Time 2016-03-07 15:20:00 
Presentation Time 120 
Registration for CQ 
Paper # IEICE-CQ2015-128 
Volume (vol) IEICE-115 
Number (no) no.496 
Page pp.119-122 
#Pages IEICE-4 
Date of Issue IEICE-CQ-2016-02-29 

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