Paper Abstract and Keywords |
Presentation |
2013-10-22 15:30
A Study of Behavioral Anomaly Detection System on Network Application Traffic from Many Sensors Akira Nagata, Kohei Kotera, Katsuichi Nakamura (NAL), Yoshiaki Hori (Saga Univ.) IA2013-50 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
For a computer network in Bigdata era, we discuss an behavioral anomaly detection system which makes it possible to analyze and immediately detect anomaly traffic bevior.
Many sensor devices connect to the network and tend to generate their application traffic at quite a low communication rate.
In order to observe necessary traffic information for traffic analysis in a short time,
the monitoring system integrates traffic statistics of flows sent from devices which are considered to generate the same application. It detects anomaly traffic behavior on the basis of application analysis using NMF(Non-Negative Matrix Factorization). |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Traffic Analsysis / Anomaly Detection / Sensor devices / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 256, IA2013-50, pp. 41-44, Oct. 2013. |
Paper # |
IA2013-50 |
Date of Issue |
2013-10-15 (IA) |
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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IA2013-50 |
Conference Information |
Committee |
IA |
Conference Date |
2013-10-22 - 2013-10-22 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Takeda Hall, Takeda Bldg. 5F, Hongo Campus, Univ. of Tokyo |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Network R&D Testbed Operation and Utilization, etc. (cosponsored by ADVNET) |
Paper Information |
Registration To |
IA |
Conference Code |
2013-10-IA |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study of Behavioral Anomaly Detection System on Network Application Traffic from Many Sensors |
Sub Title (in English) |
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Keyword(1) |
Traffic Analsysis |
Keyword(2) |
Anomaly Detection |
Keyword(3) |
Sensor devices |
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1st Author's Name |
Akira Nagata |
1st Author's Affiliation |
Network Application Engineering Laboratories Ltd. (NAL) |
2nd Author's Name |
Kohei Kotera |
2nd Author's Affiliation |
Network Application Engineering Laboratories Ltd. (NAL) |
3rd Author's Name |
Katsuichi Nakamura |
3rd Author's Affiliation |
Network Application Engineering Laboratories Ltd. (NAL) |
4th Author's Name |
Yoshiaki Hori |
4th Author's Affiliation |
Saga University (Saga Univ.) |
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Speaker |
Author-1 |
Date Time |
2013-10-22 15:30:00 |
Presentation Time |
20 minutes |
Registration for |
IA |
Paper # |
IA2013-50 |
Volume (vol) |
vol.113 |
Number (no) |
no.256 |
Page |
pp.41-44 |
#Pages |
4 |
Date of Issue |
2013-10-15 (IA) |
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