Paper Abstract and Keywords |
Presentation |
2008-03-07 13:30
Evaluation model of anomaly traffic detection mechanism with distributed sensors and its performance analysis Takefumi Kobayashi, Katsuyoshi Iida (Tokyo Tech), Yutaka Nakamura, Takeshi Ikenaga (Kyushu Tech) NS2007-194 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
There expands the damage caused by computer infections such as worms on
the Internet so that its countermeasure must be prepared. However, human operations are insufficient due to wide-spreading variety of anomaly traffic. Therefore, we must provide an automatic anomaly detection mechanism for new anomaly traffic. Such a mechanism requires the evaluation model to quantitatively decide some parameters. In this paper, we propose an evaluation model and we investigate the impact of some parameters on performance metrics such as the detection accuracy. The model is for the anomaly traffic caused by infections such as worms. Therefore, we use distributed sensors to detect the propagation process of the anomaly traffic. Through computer simulations, we numerically analyze our model to construct a framework of future automatic anomaly |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Network security / Anomaly traffic / Detection mechanism / Distributed sensors / Evaluation model / / / |
Reference Info. |
IEICE Tech. Rep., vol. 107, no. 524, NS2007-194, pp. 347-352, March 2008. |
Paper # |
NS2007-194 |
Date of Issue |
2008-02-28 (NS) |
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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NS2007-194 |
Conference Information |
Committee |
NS IN |
Conference Date |
2008-03-06 - 2008-03-07 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Bankoku Shinryokan |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General issues |
Paper Information |
Registration To |
NS |
Conference Code |
2008-03-NS-IN |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Evaluation model of anomaly traffic detection mechanism with distributed sensors and its performance analysis |
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Network security |
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Anomaly traffic |
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Detection mechanism |
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Distributed sensors |
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Evaluation model |
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1st Author's Name |
Takefumi Kobayashi |
1st Author's Affiliation |
Tokyo Institute of Technology (Tokyo Tech) |
2nd Author's Name |
Katsuyoshi Iida |
2nd Author's Affiliation |
Tokyo Institute of Technology (Tokyo Tech) |
3rd Author's Name |
Yutaka Nakamura |
3rd Author's Affiliation |
Kyushu Institute of Technology (Kyushu Tech) |
4th Author's Name |
Takeshi Ikenaga |
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Kyushu Institute of Technology (Kyushu Tech) |
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Speaker |
Author-1 |
Date Time |
2008-03-07 13:30:00 |
Presentation Time |
20 minutes |
Registration for |
NS |
Paper # |
NS2007-194 |
Volume (vol) |
vol.107 |
Number (no) |
no.524 |
Page |
pp.347-352 |
#Pages |
6 |
Date of Issue |
2008-02-28 (NS) |
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