Paper Abstract and Keywords |
Presentation |
2014-05-15 14:30
A Study for Detection of User Terminal Operations by Classifying Time-Series Packets Data Pattern Erika Ashikaga, Shigekuni Kondo, Motonori Tamaki, Takuya Indo (NTT) LOIS2014-4 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Researches of lifelog obtained at office area (so-called "office-lifelog") have attracted attention in recent years. The purpose of our research is to utilize office-lifelog for the troubleshooting of network or networked terminals. In the troubleshooting, since what kind of operation has been executed is important information, we have studied about detecting operation of the user terminal before a trouble. In this paper, we propose a method of classify their time-series packets data pattern according to operations of the user terminal by calculating traffic per network protocols from packets data captured at office network. The results of experiment show that the operations of accessing to PC peripherals, modifying network configuration, and booting a terminal are able to be classified. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
terminal operations / packets data / time-series / pattern classification / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 32, LOIS2014-4, pp. 45-50, May 2014. |
Paper # |
LOIS2014-4 |
Date of Issue |
2014-05-08 (LOIS) |
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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LOIS2014-4 |
Conference Information |
Committee |
LOIS IPSJ-CN IPSJ-SPT |
Conference Date |
2014-05-15 - 2014-05-16 |
Place (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
LOIS |
Conference Code |
2014-05-LOIS-GN-SPT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study for Detection of User Terminal Operations by Classifying Time-Series Packets Data Pattern |
Sub Title (in English) |
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Keyword(1) |
terminal operations |
Keyword(2) |
packets data |
Keyword(3) |
time-series |
Keyword(4) |
pattern classification |
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1st Author's Name |
Erika Ashikaga |
1st Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
2nd Author's Name |
Shigekuni Kondo |
2nd Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
3rd Author's Name |
Motonori Tamaki |
3rd Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
4th Author's Name |
Takuya Indo |
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Nippon Telegraph and Telephone Corporation (NTT) |
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Speaker |
Author-1 |
Date Time |
2014-05-15 14:30:00 |
Presentation Time |
30 minutes |
Registration for |
LOIS |
Paper # |
LOIS2014-4 |
Volume (vol) |
vol.114 |
Number (no) |
no.32 |
Page |
pp.45-50 |
#Pages |
6 |
Date of Issue |
2014-05-08 (LOIS) |
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