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Paper Abstract and Keywords
Presentation 2019-11-21 11:20
Experiment of DDoS Attack Detection with UTM Log Analysis Using Decision Tree
Aoshi Fujioka, Hiroyuki Okazaki, Hikofumi Suzuki (Shinshu Univ.) NS2019-123
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, AI technology such as machine learning has been developed and the number of application examples are increasing.
The trend is also remarkable in the security field.
However, in most cases, application examples are not focusing classification process but classification.
This study has two purposes.
First is to clarify the attack classification process by using decision trees.
Second is to establish a method to grasp detailed information of attacks.
Keyword (in Japanese) (See Japanese page) 
(in English) Network Security / DoS/DDoS attack / Decision Tree Analysis / / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 297, NS2019-123, pp. 19-25, Nov. 2019.
Paper # NS2019-123 
Date of Issue 2019-11-14 (NS) 
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. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NS2019-123

Conference Information
Committee NS ICM CQ NV  
Conference Date 2019-11-21 - 2019-11-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Rokkodai 2nd Campus, Kobe Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network quality, Network measurement/management, Network virtualization, Network service, Blockchain, Security, Network intelligence, etc. 
Paper Information
Registration To NS 
Conference Code 2019-11-NS-ICM-CQ-NV 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Experiment of DDoS Attack Detection with UTM Log Analysis Using Decision Tree 
Sub Title (in English)  
Keyword(1) Network Security  
Keyword(2) DoS/DDoS attack  
Keyword(3) Decision Tree Analysis  
1st Author's Name Aoshi Fujioka  
1st Author's Affiliation Shinshu University (Shinshu Univ.)
2nd Author's Name Hiroyuki Okazaki  
2nd Author's Affiliation Shinshu University (Shinshu Univ.)
3rd Author's Name Hikofumi Suzuki  
3rd Author's Affiliation Shinshu University (Shinshu Univ.)
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Date Time 2019-11-21 11:20:00 
Presentation Time 25 
Registration for NS 
Paper # IEICE-NS2019-123 
Volume (vol) IEICE-119 
Number (no) no.297 
Page pp.19-25 
#Pages IEICE-7 
Date of Issue IEICE-NS-2019-11-14 

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