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Paper Abstract and Keywords
Presentation 2008-05-15 15:25
Entropy-based Input-Output Traffic Mode Detection Scheme for DoS/DDoS Attacks
Zhang Fengxiang (SOKENDAI), Shunji Abe (NII) NS2008-2
Abstract (in Japanese) (See Japanese page) 
(in English) Nowadays Distributed Denial of Service(DDoS) attacks are threatening the widely used Internet. How to detect DDoS attacks quickly and effectively becomes an important and challenging work. Many traffic distribution based detection schemes have been proposed, but problems are still remaining. For example the real Internet traffic is very changefully and not easily modeled over a short term. Studying the characteristics of traffic distribution is a popular considering way, however these kinds of schemes need a relatively long observation time to decide statistics property. This would mitigate the detection schemes’ efficiency. In the paper we have studied the network node’s input-output traffic and proposed a relatively simple traffic analyses model, named “8 Input-Output Modes Model”(8-IOMM). Based on this new modes model, we’ve adopted entropy-based scheme to detect the modes’ anomalies caused by DDoS. We’ve also tested the detection scheme with the typical Internet traffic from Science Information Network and some DDoS data by simulation with OPNET tool. The test results show that our detection scheme have worked efficiently.
Keyword (in Japanese) (See Japanese page) 
(in English) Distributed denial of services attacks / Anomaly detection / 8 Input-output modes / Sample entropy / / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 31, NS2008-2, pp. 7-12, May 2008.
Paper # NS2008-2 
Date of Issue 2008-05-08 (NS) 
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 NS2008-2

Conference Information
Committee NS  
Conference Date 2008-05-15 - 2008-05-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Future University-Hakodate 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Traffic Modeling, Post-IP Networking, Network Control, Protocol Design, Network Simulation, etc. 
Paper Information
Registration To NS 
Conference Code 2008-05-NS 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Entropy-based Input-Output Traffic Mode Detection Scheme for DoS/DDoS Attacks 
Sub Title (in English)  
Keyword(1) Distributed denial of services attacks  
Keyword(2) Anomaly detection  
Keyword(3) 8 Input-output modes  
Keyword(4) Sample entropy  
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1st Author's Name Zhang Fengxiang  
1st Author's Affiliation The Graduate University for Advanced Studies (SOKENDAI)
2nd Author's Name Shunji Abe  
2nd Author's Affiliation National Institute of Informatics (NII)
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Speaker Author-1 
Date Time 2008-05-15 15:25:00 
Presentation Time 25 minutes 
Registration for NS 
Paper # NS2008-2 
Volume (vol) vol.108 
Number (no) no.31 
Page pp.7-12 
#Pages 6 
Date of Issue 2008-05-08 (NS) 

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