Rchr
J-GLOBAL ID：200901031184106974
Update date: Apr. 07, 2024
Musashi Yasuo
ムサシ ヤスオ | Musashi Yasuo
Affiliation and department：
Job title：
Associate Professor
Homepage URL (1)：
http://www.cc.kumamoto-u.ac.jp/~musashi/
Research field (2)：
Communication and network engineering
, Software
Research keywords (6)：
Machine Learning Model
, Quantum Machine Learning Model
, Statistical Analaysis
, Intrusion Detection System
, Information Security
, Computer Security
Research theme for competitive and other funds (7)：
- 2014 - 2017 Developemnet of Distributed Multi-purpose civil Dam for Flood Control of the Basin
- 2012 - 2014 Development of Rainwater Grid for Citizen Co-working
- 2006 - 2008 Develoepement a next generation of system for Prediction and Warning of Debris Flow and Landslide and its Application using Precipitation Radar
- 2004 - 2005 Disaster Prevention System using Information Techonology
- 1997 - 1999 Dynamics of Electron Transfer and Energy Transfer by New Chiral Photosensitizers
- 1994 - 次々世代統計解析及び異常検出型侵入検知システムの開発と性能評価研究
- 1994 - Developing and Assessment Study of Next-to-Next Statistical Anomaly Intrusiton Detection System
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Papers (151)：
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Hatma Suryotrisongko, Yasuo Musashi. Hybrid Quantum Deep Learning and Variational Quantum Classifier-Based Model for Botnet DGA Attack Detection. International Journal of Intelligent Engineering and Systems. 2022. 15. 3. 215-224
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Hatma Suryotrisongko, Yasuo Musashi, Akio Tsuneda, Kenichi Sugitani. Adversarial Robustness in Hybrid Quantum-Classical Deep Learning for Botnet DGA Detection. Journal of Information Processing. 2022. 30. 636-644
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Hatma Suryotrisongko, Yasuo Musashi, Akio Tsuneda, Kenichi Sugitani. Robust Botnet DGA Detection: Blending XAI and OSINT for Cyber Threat Intelligence Sharing. IEEE Access. 2022. 10. 34613-34624
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Hatma Suryotrisongko, Yasuo Musashi. Hybrid Quantum Deep Learning with Differential Privacy for Botnet DGA Detection. 2021 13th International Conference on Information & Communication Technology and System (ICTS). 2021. 68-72
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Hatma Suryotorisongko, Yasuo Musashi. Evaluating Hybrid Quantum-Classical Deep Learning for Cybersecurity Botnet DGA Detection. Proceedings of the Thirteenth Information Systems International Conference (ISICO 2021). 2021. ID:20. 1-7
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MISC (32)：
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久保田真一郎, 中野裕司, 武藏泰雄, 戸田真志, 右田雅裕, 喜多敏博, 松葉龍一, 杉谷賢一. 一般情報処理教育に関係する大学入学時アンケートの再検討について. 学術情報処理研究集会発表論文集(Web). 2019. 23rd
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久保田真一郎, 杉谷賢一, 中野裕司, 武藏泰雄, 戸田真志, 右田雅裕, 喜多敏博, 北村士郎, 松葉龍一, 岡智典. 大学初年次を対象とした情報倫理としての引用を学ぶ教材について. 教育システム情報学会全国大会講演論文集(CD-ROM). 2019. 44th
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久保田真一郎, 中野裕司, 武藏泰雄, 戸田真志, 右田雅裕, 喜多敏博, 松葉龍一, 杉谷賢一. システムログイン情報を可視化するためのグループウェアとWebAPIによるダッシュボード構築の検討. 学術情報処理研究集会発表論文集(Web). 2018. 22nd
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久保田真一郎, 中野裕司, 武藏泰雄, 戸田真志, 右田雅裕, 喜多敏博, 松葉龍一, 杉谷賢一. オンライン授業の学習ログを利用した学習者の状況変化検知について. 学術情報処理研究集会発表論文集(Web). 2017. 21st
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Irwan Alnarus Kautsar, Shinichiro Kubota, Yasuo Musashi, Kenichi Sugitani. Lecturer Based Supportive Tool Development and Approaches for Learning Material Sharing under Bandwidth Limitation. 2016. 57. 3
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Patents (3)：
Lectures and oral presentations (34)：
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Feature engineering in robust botnet DGA (domain generation algorithm) detection and XAI (explainable Artificial Intelligence)
(The 17th International Conference on Telecommunication System, Services, and Applications (TSSA 2023) 2023)
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Cybersecurity Study and Indonesian Students
(Guest Lecture and ISO207001:2013 Training 2023)
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Ceybersecurity, AI, and Digital Infrastructure Interactive Design
(Seminar Internasional at University Muhamadia Sidoarjo (UMSIDA) 2023)
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Explainable Artificial Intelligence (XAI) - AI/ML is Important for SDGs Applications: Should We Care About AI/ML Explainability?
(The Thirteenth Information Systems International Conference (ISICO 2021) 2021)
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Classification of Malicious Domains by Their LIFETIME
(The Eigth International Conference on Emerging Internetworking, Data and Web Techonologies (EIDWT2020) 2020)
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Education (4)：
- 1991 - 1994 Kumamoto University, Graduate School Graduate School of Science and Technology Engineering Science (Chemistry)
- - 1994 Kumamoto University Graduate School, Division of National Science and Technology
- 1988 - 1991 Kumamoto University, Graduate School Graduate School of Technology Technical Chemistry
- 1984 - 1988 Kumamoto University Faculty of Engineering Technical Chemistry
Professional career (2)：
- Doctor of Philosophy
- Master of Engineering
Work history (7)：
- 2023/04 - 現在 Kumamoto University Research Education Institute for Semiconductors and Informatics Professor
- 2015/01 - 2023/03 Kumamoto University Center for Management and Information Technologies Professor
- 2014/05 - 2014/12 Kumamoto University Center for Management of Information Technologies Associate Professor
- 2007/04 - 2014/04 Kumamoto University Center for Multimediaof Information Technologies Associate Professor
- 2002/04 - 2007/03 Kumamoto University Center for Multimedia and Information Technologies Associate Professor
- 1997/07 - 2002/03 Kumamoto University Information Processing Center Assistant Professor
- 1994/10 - 1997/06 Kumamoto University Information Processing Center Cooperative Researcher
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Association Membership(s) (5)：
日本化学会
, 日本情報処理学会
, Chemical Society of Japan
, Infortion Processing Society of Japan
, Institute of Electrical and Electronics Engineers
