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Paper Abstract and Keywords
Presentation 2016-11-24 09:45
A study on performance evaluation for anomaly traffic detection based on sketch schemes
Masamichi Yoshioka, Takefumi Hiraguri, Hideaki Yoshino (NIT) CQ2016-73
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, anomaly traffic 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 sketch schemes of data reduction methods for anomaly traffic detection, which become essential in the high speed network. We firstly clarify the relations between sketch schemes and anomaly traffic events. In addition, we evaluate the performance of hash functions used in sketch schemes, then verify processing time and accuracy of anomaly traffic detection for real traffic data, as a function of two parameters: the number of hash functions and hash table size.
Keyword (in Japanese) (See Japanese page) 
(in English) Anomaly Traffic / Sketch / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 323, CQ2016-73, pp. 1-6, Nov. 2016.
Paper # CQ2016-73 
Date of Issue 2016-11-17 (CQ) 
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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Conference Information
Committee NS CQ ICM NV  
Conference Date 2016-11-24 - 2016-11-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Shimonoseki Chember of Commerce and Industry 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network Quality, Network Measurement and Management, Network Virtualization, Network Service, General 
Paper Information
Registration To CQ 
Conference Code 2016-11-NS-CQ-ICM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A study on performance evaluation for anomaly traffic detection based on sketch schemes 
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Keyword(1) Anomaly Traffic  
Keyword(2) Sketch  
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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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Speaker Author-1 
Date Time 2016-11-24 09:45:00 
Presentation Time 25 minutes 
Registration for CQ 
Paper # CQ2016-73 
Volume (vol) vol.116 
Number (no) no.323 
Page pp.1-6 
#Pages 6 
Date of Issue 2016-11-17 (CQ) 

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