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Paper Abstract and Keywords
Presentation 2017-03-13 13:00
Clustering of Bot Port Scan and Brute-force Activities
Shohei Araki, Bo Hu, Yukio Nagafuchi, Takaaki Koyama, Jun Miyoshi (NTT), Hajime Shimada (Nagoya Univ.), Hiroki Takakura (NII) ICSS2016-46
Abstract (in Japanese) (See Japanese page) 
(in English) Cyber-attacks targeting IoT devices are rapidly spreading. In September 2016, malware called Mirai caused great damages onto the Internet. It is important to clarify malware activities for early-stage measures. In this paper, we propose a clustering method of extracting host groups suspected of similar malware infection. The proposed method decide a high priority port number for narrowing down traffic data efficiently, and then perform clustering for extracting malicious host groups behaving in similar ways. Our proposal can facilitate decision-making of security operators for counter measures in an early stage. In experiment, we showed a holistic view of malicious activities from different host groups and high accuracy achieved by our classification
Keyword (in Japanese) (See Japanese page) 
(in English) Clustering / Port Scan / Brute-force attack / bot classfication / IoT / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 522, ICSS2016-46, pp. 1-6, March 2017.
Paper # ICSS2016-46 
Date of Issue 2017-03-06 (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. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF ICSS2016-46

Conference Information
Committee ICSS IPSJ-SPT  
Conference Date 2017-03-13 - 2017-03-14 
Place (in Japanese) (See Japanese page) 
Place (in English) University of Nagasaki 
Topics (in Japanese) (See Japanese page) 
Topics (in English) System Security, etc. 
Paper Information
Registration To ICSS 
Conference Code 2017-03-ICSS-SPT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Clustering of Bot Port Scan and Brute-force Activities 
Sub Title (in English)  
Keyword(1) Clustering  
Keyword(2) Port Scan  
Keyword(3) Brute-force attack  
Keyword(4) bot classfication  
Keyword(5) IoT  
1st Author's Name Shohei Araki  
1st Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
2nd Author's Name Bo Hu  
2nd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
3rd Author's Name Yukio Nagafuchi  
3rd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
4th Author's Name Takaaki Koyama  
4th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
5th Author's Name Jun Miyoshi  
5th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
6th Author's Name Hajime Shimada  
6th Author's Affiliation Nagoya University (Nagoya Univ.)
7th Author's Name Hiroki Takakura  
7th Author's Affiliation National Institute of Informatics (NII)
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Date Time 2017-03-13 13:00:00 
Presentation Time 25 
Registration for ICSS 
Paper # IEICE-ICSS2016-46 
Volume (vol) IEICE-116 
Number (no) no.522 
Page pp.1-6 
#Pages IEICE-6 
Date of Issue IEICE-ICSS-2017-03-06 

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