Paper Abstract and Keywords |
Presentation |
2022-01-27 16:30
Anomaly Detection Using Statistical Processing in Building Automation and Control Systems Takeshi Okuda, Kohei Miyazawa, Tetsuya Yokotani, Hiroaki Mukai (KIT) CQ2021-84 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In building automation and control systems (BACS), systems such as air conditioning, lighting, and disaster prevention are centrally managed using BACnet/IP. Recently, these systems are being connected to the Internet via Gateway, and there have been cases of crackers attacking buildings. The purpose of this paper is to analyze the impact of the network load caused by the increase in traffic in BACS, and to detect attacks that may become a load. Focusing on the increase in traffic caused by attacks, we propose the method for detecting anomalies by calculating the predicted value of traffic in units of time using the linear regression model. We also propose the method for notifying the administrator in case of an anomaly. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Building Automation and Control System / BACnet / Cyber Physical System / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 357, CQ2021-84, pp. 45-49, Jan. 2022. |
Paper # |
CQ2021-84 |
Date of Issue |
2022-01-20 (CQ) |
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) |
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CQ2021-84 |
Conference Information |
Committee |
CQ CBE |
Conference Date |
2022-01-27 - 2022-01-28 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kanazawa(Ishikawa Pref.) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
AR/VR, Broadcasting Service, Video/Voice Services Quality, High Realistic, User Behavior/Psychology, User Experience, Media Quality, Network Quality and QoS Control, Networks and Communications at Disaster, User Behavior, Machine Learning, Video Communication, etc. |
Paper Information |
Registration To |
CQ |
Conference Code |
2022-01-CQ-CBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Anomaly Detection Using Statistical Processing in Building Automation and Control Systems |
Sub Title (in English) |
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Keyword(1) |
Building Automation and Control System |
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BACnet |
Keyword(3) |
Cyber Physical System |
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1st Author's Name |
Takeshi Okuda |
1st Author's Affiliation |
Kanazawa Institute of Technology (KIT) |
2nd Author's Name |
Kohei Miyazawa |
2nd Author's Affiliation |
Kanazawa Institute of Technology (KIT) |
3rd Author's Name |
Tetsuya Yokotani |
3rd Author's Affiliation |
Kanazawa Institute of Technology (KIT) |
4th Author's Name |
Hiroaki Mukai |
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Kanazawa Institute of Technology (KIT) |
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Speaker |
Author-1 |
Date Time |
2022-01-27 16:30:00 |
Presentation Time |
25 minutes |
Registration for |
CQ |
Paper # |
CQ2021-84 |
Volume (vol) |
vol.121 |
Number (no) |
no.357 |
Page |
pp.45-49 |
#Pages |
5 |
Date of Issue |
2022-01-20 (CQ) |
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