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Paper Abstract and Keywords
Presentation 2012-03-16 14:10
A Behavior-based Detection Method for Outbreaks of Low-rate Attacks
Yaokai Feng, Yoshiaki Hori, Kouichi Sakurai, Jun'ichi Takeuchi (ISIT) ICSS2011-45
Abstract (in Japanese) (See Japanese page) 
(in English) Low-rate attacks can conceal their traffic because they are very much like normal communication. Thus, although a number of volume-based detection techniques that monitor the aggregate or per link traffic load of a network are able to identify anomalies that trigger significant traffic volume changes, they are not applicable to low-rate attacks. Because of this, the problem of low-rate attacks has been attracting many researchers in the community of network security. In this study, we propose for the first time a method based on the normal traffic mode for detecting outbreaks of low-rate attacks. Some behavior-based approaches have been proposed for anomaly detections. They, however, are not able to be used for low-rate attacks. The experimental result indicates our proposal is efficient.
Keyword (in Japanese) (See Japanese page) 
(in English) Anomaly detection / Low-rate attack / behavior-based / normal behavior mode / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 495, ICSS2011-45, pp. 37-42, March 2012.
Paper # ICSS2011-45 
Date of Issue 2012-03-09 (ICSS) 
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF ICSS2011-45

Conference Information
Committee ICSS  
Conference Date 2012-03-16 - 2012-03-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Kikai-Shinko-Kaikan Bldg. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To ICSS 
Conference Code 2012-03-ICSS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Behavior-based Detection Method for Outbreaks of Low-rate Attacks 
Sub Title (in English)  
Keyword(1) Anomaly detection  
Keyword(2) Low-rate attack  
Keyword(3) behavior-based  
Keyword(4) normal behavior mode  
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1st Author's Name Yaokai Feng  
1st Author's Affiliation Institute of Systems, Information Technologies and Nanotechnologies (ISIT)
2nd Author's Name Yoshiaki Hori  
2nd Author's Affiliation Institute of Systems, Information Technologies and Nanotechnologies (ISIT)
3rd Author's Name Kouichi Sakurai  
3rd Author's Affiliation Institute of Systems, Information Technologies and Nanotechnologies (ISIT)
4th Author's Name Jun'ichi Takeuchi  
4th Author's Affiliation Institute of Systems, Information Technologies and Nanotechnologies (ISIT)
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Speaker
Date Time 2012-03-16 14:10:00 
Presentation Time 25 
Registration for ICSS 
Paper # IEICE-ICSS2011-45 
Volume (vol) IEICE-111 
Number (no) no.495 
Page pp.37-42 
#Pages IEICE-6 
Date of Issue IEICE-ICSS-2012-03-09 


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