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Paper Abstract and Keywords
Presentation 2009-11-13 15:55
A Consideration of Feature Extraction for Attacks on Darknet
Yoshiro Fukushima, Yoshiaki Hori, Kouichi Sakurai (Kyushu Univ/ISIT) ICSS2009-60
Abstract (in Japanese) (See Japanese page) 
(in English) Network monitoring is very important to early detect and defend the threats in the Internet caused by worm's scanning activities and DDoS attacks. However, it is difficult to detect the subtle attacks which send only a few packets because these small traffic are missed by other traffic. Moreover, it is said that attacks by recent botnets are carried out on a small scale, so it is important to detect and analyze such the subtle attacks. In this paper, we propose the method which focuses on the average number of packets sent by a source address and its frequency of appearances. Besides, we apply our proposal to the traffic observed in darknet, and we consider the result by cluster analysis to the obtained result.
Keyword (in Japanese) (See Japanese page) 
(in English) Darknet Monitoring / Incident Detection / Slow Scan Detection / Botnet / Cluster Analysis / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 285, ICSS2009-60, pp. 37-42, Nov. 2009.
Paper # ICSS2009-60 
Date of Issue 2009-11-06 (ICSS) 
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF ICSS2009-60

Conference Information
Committee ICSS  
Conference Date 2009-11-13 - 2009-11-13 
Place (in Japanese) (See Japanese page) 
Place (in English) University of Miyazaki 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To ICSS 
Conference Code 2009-11-ICSS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Consideration of Feature Extraction for Attacks on Darknet 
Sub Title (in English)  
Keyword(1) Darknet Monitoring  
Keyword(2) Incident Detection  
Keyword(3) Slow Scan Detection  
Keyword(4) Botnet  
Keyword(5) Cluster Analysis  
1st Author's Name Yoshiro Fukushima  
1st Author's Affiliation Kyushu University/Institute of Systems and Information Technologies and Nanotechnologies (Kyushu Univ/ISIT)
2nd Author's Name Yoshiaki Hori  
2nd Author's Affiliation Kyushu University/Institute of Systems and Information Technologies and Nanotechnologies (Kyushu Univ/ISIT)
3rd Author's Name Kouichi Sakurai  
3rd Author's Affiliation Kyushu University/Institute of Systems and Information Technologies and Nanotechnologies (Kyushu Univ/ISIT)
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Date Time 2009-11-13 15:55:00 
Presentation Time 25 
Registration for ICSS 
Paper # IEICE-ICSS2009-60 
Volume (vol) IEICE-109 
Number (no) no.285 
Page pp.37-42 
#Pages IEICE-6 
Date of Issue IEICE-ICSS-2009-11-06 

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