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Paper Abstract and Keywords
Presentation 2016-03-03 16:00
Evaluation of the attack detection method based on duration of continuous packet arrival
Yuhei Hayashi, Satoshi Nishiyama, Akinori Suzuki, Katsuhiko Sakai, Ichiro Kudo, Kazunori Kamiya (NTT) ICSS2015-56
Abstract (in Japanese) (See Japanese page) 
(in English) Application layer DDoS attacks occur frequently. In order to detect the attacks in network, a security appliance with Deep Packet Inspection capability is deployed. Since it costs much to apply Deep Packet Inspection for every traffic flow, it is practical to deploy 2-stage detection model: 1st-stage finds suspicious traffic flows and extradites only the suspicious flows to the security appliance, and then 2nd-stage executes detailed analysis. However, the conventional methods in the 1st-stage could fail to find low-volume application DDoS attacks since it only calculates the amount of traffic.
In this paper, we propose a new 1st-stage detection method based on continuous packet arrival duration. We show the fact that there is a distinct difference in duration of continuous packet arrival between normal traffic and attack traffic. We describe how this insight is applied to the proposed method and discuss the effectiveness of the method by qualitative evaluation comparing with the conventional method. We also discuss the variation of undetected rate by parameter setting.
Keyword (in Japanese) (See Japanese page) 
(in English) DDoS attack / Attack detection / HTTP GET Flooding / Packet counting / Detection accuracy / Low volume attacks / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 488, ICSS2015-56, pp. 53-58, March 2016.
Paper # ICSS2015-56 
Date of Issue 2016-02-25 (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. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF ICSS2015-56

Conference Information
Committee ICSS IPSJ-SPT  
Conference Date 2016-03-03 - 2016-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Academic Center for Computing and Media Studies, Kyoto University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Information and Communication System Security, etc. 
Paper Information
Registration To ICSS 
Conference Code 2016-03-ICSS-SPT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of the attack detection method based on duration of continuous packet arrival 
Sub Title (in English)  
Keyword(1) DDoS attack  
Keyword(2) Attack detection  
Keyword(3) HTTP GET Flooding  
Keyword(4) Packet counting  
Keyword(5) Detection accuracy  
Keyword(6) Low volume attacks  
Keyword(7)  
Keyword(8)  
1st Author's Name Yuhei Hayashi  
1st Author's Affiliation Nippon Telegraph and Telephone corporation (NTT)
2nd Author's Name Satoshi Nishiyama  
2nd Author's Affiliation Nippon Telegraph and Telephone corporation (NTT)
3rd Author's Name Akinori Suzuki  
3rd Author's Affiliation Nippon Telegraph and Telephone corporation (NTT)
4th Author's Name Katsuhiko Sakai  
4th Author's Affiliation Nippon Telegraph and Telephone corporation (NTT)
5th Author's Name Ichiro Kudo  
5th Author's Affiliation Nippon Telegraph and Telephone corporation (NTT)
6th Author's Name Kazunori Kamiya  
6th Author's Affiliation Nippon Telegraph and Telephone corporation (NTT)
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Speaker Author-1 
Date Time 2016-03-03 16:00:00 
Presentation Time 30 minutes 
Registration for ICSS 
Paper # ICSS2015-56 
Volume (vol) vol.115 
Number (no) no.488 
Page pp.53-58 
#Pages 6 
Date of Issue 2016-02-25 (ICSS) 

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