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Paper Abstract and Keywords
Presentation 2014-03-28 10:15
MATATABI: Multi-layer Threat Analysis Platform with Hadoop
Hajime Tazaki (Univ. of Tokyo), Kazuya Okada (NAIST), Yuji Sekiya (Univ. of Tokyo), Youki Kadobayashi (NAIST) ICSS2013-77
Abstract (in Japanese) (See Japanese page) 
(in English) Threat detections and analyses are indispensable processes in today’s cyberspace, but current state of the arts are still limited to specific aspects of modern malicious activities due to the lack of multiple layers observation at different spaces. Recently established NECOMA project aims to introduce the multi-layer viewpoint into threat analysis to alleviate the situation for cyber-threats. By measuring and collecting various kinds of data, from traffic information to human behaviors, at different places for a long duration, the viewpoint seems to be helpful to deeply inspect threats, but easily faces the scalability issue with the growth of the amount of collected data and requires computational resources to analyze. To tackle such issues, we designed a threat analysis platform, called MATATABI, with the help of a big-data platform. We used Hadoop, an open-source software of distributed computing and file system, in order to provide scalable data analysis and the pipeline from data acquisition to analysis and cyberdefense. In this paper, we report our experience to operate the Hadoop platform for threat detections, and present the micro-benchmarks with four different backends of data processing in typical use cases such as log data and packet trace analysis.
Keyword (in Japanese) (See Japanese page) 
(in English) Cybersecurity / Multi-layer threat analysis / Hadoop / / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 502, ICSS2013-77, pp. 113-118, March 2014.
Paper # ICSS2013-77 
Date of Issue 2014-03-20 (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)
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Conference Information
Committee ICSS IPSJ-SPT  
Conference Date 2014-03-27 - 2014-03-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Meio Univiersity 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Communication Security, Security Psychology & Trust, etc. 
Paper Information
Registration To ICSS 
Conference Code 2014-03-ICSS-SPT 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) MATATABI: Multi-layer Threat Analysis Platform with Hadoop 
Sub Title (in English)  
Keyword(1) Cybersecurity  
Keyword(2) Multi-layer threat analysis  
Keyword(3) Hadoop  
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1st Author's Name Hajime Tazaki  
1st Author's Affiliation The University of Tokyo (Univ. of Tokyo)
2nd Author's Name Kazuya Okada  
2nd Author's Affiliation Nara Institute of Science and Technology (NAIST)
3rd Author's Name Yuji Sekiya  
3rd Author's Affiliation The University of Tokyo (Univ. of Tokyo)
4th Author's Name Youki Kadobayashi  
4th Author's Affiliation Nara Institute of Science and Technology (NAIST)
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Speaker Author-1 
Date Time 2014-03-28 10:15:00 
Presentation Time 25 minutes 
Registration for ICSS 
Paper # ICSS2013-77 
Volume (vol) vol.113 
Number (no) no.502 
Page pp.113-118 
#Pages 6 
Date of Issue 2014-03-20 (ICSS) 

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