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| Paper Abstract and Keywords | ||
| Presentation | 2018-07-12 09:55 Attack classification method using neural network by analysis of log data of intrusion detection system and investigation for improvement of accuracy Tsukasa Mannen, Kohei Shiomoto (TCU)  SR2018-31 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we focus on the Intrusion Detection System (IDS) and examine the accuracy of attack and non-attack classifications through the Neural network. For the high accuracy we used the Batch Normalization and fond that utility. Additionally, we analyzed the differences of attack’s feature. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Machine learning / KDD cup 99 Data / Neural network / Batch Normalization / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 126, SR2018-31, pp. 65-72, July 2018. | |
| Paper # | SR2018-31 | |
| Date of Issue | 2018-07-04 (SR) | |
| ISSN | 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 | SR2018-31 |
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| Conference Information | |
| Committee | ASN NS RCS SR RCC |
| Conference Date | 2018-07-11 - 2018-07-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hakodate Arena |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Wireless Distributed Network, Machine Learning and AI for Wireless Communications and Networks, M2M (Machine-to-Machine), D2D (Device-to-Device), IoT（Internet of Things）, etc. |
| Paper Information | |
| Registration To | SR |
| Conference Code | 2018-07-ASN-NS-RCS-SR-RCC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Attack classification method using neural network by analysis of log data of intrusion detection system and investigation for improvement of accuracy |
| Sub Title (in English) | |
| Keyword(1) | Machine learning |
| Keyword(2) | KDD cup 99 Data |
| Keyword(3) | Neural network |
| Keyword(4) | Batch Normalization |
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| Keyword(8) | |
| 1st Author's Name | Tsukasa Mannen |
| 1st Author's Affiliation | Tokyo City University (TCU) |
| 2nd Author's Name | Kohei Shiomoto |
| 2nd Author's Affiliation | Tokyo City University (TCU) |
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| Speaker | Author-2 |
| Date Time | 2018-07-12 09:55:00 |
| Presentation Time | 25 minutes |
| Registration for | SR |
| Paper # | SR2018-31 |
| Volume (vol) | vol.118 |
| Number (no) | no.126 |
| Page | pp.65-72 |
| #Pages | 8 |
| Date of Issue | 2018-07-04 (SR) |
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