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| Presentation | 2019-03-05 14:30 Proposal of real-time brute-force attack detection and blocking system using software switch Yusei Katsura, Hiroyuki Kimiyama, Tomoaki Tsutsumi, Naoki Yonezaki (Tokyo Denki Univ.), Junki Ichikawa (NTT), Mitsuru Maruyama (Kanagawa Instiute of Technology)  NS2018-272 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Recently, both number and scale of cyber attacks by using a large scale BotNet are increasing year by year. The BotNet executes brute-force attacks to expand themselves. We consider that blocking these brute-force attacks as soon as finding them are necessary to decrease cyber attacks. Therefore, we research and develop a system to detect above attacks in real-time and block them instantaneously. In this paper, we explain implementation method for the attack detection by machine learning and blocking system using software switch. We also show results for a performance measurement and discussion about using machine learning for brute-force attack detection. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Brute-force attack / machine learning / software switch / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 465, NS2018-272, pp. 461-464, March 2019. | |
| Paper # | NS2018-272 | |
| Date of Issue | 2019-02-25 (NS) | |
| 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 | NS2018-272 |
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| Conference Information | |
| Committee | IN NS |
| Conference Date | 2019-03-04 - 2019-03-05 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Convention Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NS |
| Conference Code | 2019-03-IN-NS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Proposal of real-time brute-force attack detection and blocking system using software switch |
| Sub Title (in English) | |
| Keyword(1) | Brute-force attack |
| Keyword(2) | machine learning |
| Keyword(3) | software switch |
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| 1st Author's Name | Yusei Katsura |
| 1st Author's Affiliation | Tokyo Denki University (Tokyo Denki Univ.) |
| 2nd Author's Name | Hiroyuki Kimiyama |
| 2nd Author's Affiliation | Tokyo Denki University (Tokyo Denki Univ.) |
| 3rd Author's Name | Tomoaki Tsutsumi |
| 3rd Author's Affiliation | Tokyo Denki University (Tokyo Denki Univ.) |
| 4th Author's Name | Naoki Yonezaki |
| 4th Author's Affiliation | Tokyo Denki University (Tokyo Denki Univ.) |
| 5th Author's Name | Junki Ichikawa |
| 5th Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
| 6th Author's Name | Mitsuru Maruyama |
| 6th Author's Affiliation | Kanagawa Instiute of Technology (Kanagawa Instiute of Technology) |
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| Speaker | Author-1 |
| Date Time | 2019-03-05 14:30:00 |
| Presentation Time | 20 minutes |
| Registration for | NS |
| Paper # | NS2018-272 |
| Volume (vol) | vol.118 |
| Number (no) | no.465 |
| Page | pp.461-464 |
| #Pages | 4 |
| Date of Issue | 2019-02-25 (NS) |
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