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| Presentation | 2016-03-07 15:20 [Poster Presentation] A study on sampling and sketch methods for traffic anomaly detection Masamichi Yoshioka, Takefumi Hiraguri, Hideaki Yoshino (NIT)  CQ2015-128 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Evolution and popularization of mobile devices such as smartphones and tablets lead to the drastic increase of internet traffic in recent years. Network monitoring for high speed networks shared by the increasing traffic becomes crucial issue. Especially, traffic anomaly detection technology for high speed network is one of the most important issues, because the cyber-attacks such as worm, port scan, and DDoS attack have been more serious. In this study, we focus on data reduction methods for traffic anomaly detection, which become essential in the high speed network. We firstly classify sampling and sketch methods as typical data reduction methods, then clarify the relations between these methods and traffic anomaly events. In addition, we evaluate some sampling and sketch methods for common real traffic data and clarify the future research issues. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Traffic Anomaly / Sampling / Sketch / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 496, CQ2015-128, pp. 119-122, March 2016. | |
| Paper # | CQ2015-128 | |
| Date of Issue | 2016-02-29 (CQ) | |
| 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) | |
| Download PDF | CQ2015-128 |
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| Conference Information | |
| Committee | IE IMQ MVE CQ |
| Conference Date | 2016-03-07 - 2016-03-08 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | CQ |
| Conference Code | 2016-03-IE-IMQ-MVE-CQ |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on sampling and sketch methods for traffic anomaly detection |
| Sub Title (in English) | |
| Keyword(1) | Traffic Anomaly |
| Keyword(2) | Sampling |
| Keyword(3) | Sketch |
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| 1st Author's Name | Masamichi Yoshioka |
| 1st Author's Affiliation | Nippon Institute of Technology (NIT) |
| 2nd Author's Name | Takefumi Hiraguri |
| 2nd Author's Affiliation | Nippon Institute of Technology (NIT) |
| 3rd Author's Name | Hideaki Yoshino |
| 3rd Author's Affiliation | Nippon Institute of Technology (NIT) |
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| Speaker | 1 |
| Date Time | 2016-03-07 15:20:00 |
| Presentation Time | 120 |
| Registration for | CQ |
| Paper # | IEICE-CQ2015-128 |
| Volume (vol) | IEICE-115 |
| Number (no) | no.496 |
| Page | pp.119-122 |
| #Pages | IEICE-4 |
| Date of Issue | IEICE-CQ-2016-02-29 |
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