OCHIAI Hideya 落合秀也

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Ochiai Hideya 落合秀也

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Researcher Number	10615652
Other IDs
Affiliation (Current)	2025: 東京大学, 大学院情報理工学系研究科, 准教授
Affiliation (based on the past Project Information) *help	2016 – 2024: 東京大学, 大学院情報理工学系研究科, 准教授 2014 – 2015: 東京大学, 情報理工学(系)研究科, 講師
Review Section/Research Field	Principal Investigator Basic Section 60060:Information network-related / Information network Except Principal Investigator Basic Section 60060:Information network-related
Keywords	Principal Investigator IoT / セキュリティ / WebSocket / 設備ネットワーク / プライバシー / 分散AI / Edge AI / 自律分散 / 屋内環境データ / 協調的機械学習 … More / エッジAI / 分散協調学習 / 機械学習 / アドホックネットワーク / 分散協調型の機械学習 / サイバーセキュリティ / LAN / OT Security / LAN Security / スマートセンサ情報システム / M2M / HEMS / BEMS / Building automation / Machine-to-machine / Internet of Things / モノのインターネット / 電力線通信 / RS485 / ビル / IP over RS485 … More Except Principal Investigator AR/VR / Software Defined Media / インターネット映像音声 / データ連携 / Linked Open Data / ダイナミックマップ / スマートビルディング / デジタルツイン Less

横のつながりで自己組織化的に発展する協調学習プラットフォームの創出Principal Investigator
- Principal Investigator
  
  落合秀也
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  The University of Tokyo
階層化ダイナミックマップに基づくデジタルツイン基盤
- Principal Investigator
  
  江崎浩
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  The University of Tokyo
A study on security and vulnerability management of facility networksPrincipal Investigator
- Principal Investigator
  
  Ochiai Hideya
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  The University of Tokyo
Message Priority Control in WebSocket Communications in M2MPrincipal Investigator
- Principal Investigator
  
  Ochiai Hideya
- Project Period (FY)
  2016 – 2017
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Information network
- Research Institution
  The University of Tokyo
IEEE1888/IPv6/RS485 Facility Sensor Network Performance EvaluationPrincipal Investigator
- Principal Investigator
  
  Ochiai Hideya
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Information network
- Research Institution
  The University of Tokyo

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2014 Other

All Journal Article Presentation Patent

[Journal Article] Electricity Theft Detection for Smart Homes: Harnessing the Power of Machine Learning With Real and Synthetic Attacks2024
- Author(s)
  Abraham Olufemi Abiodun、Ochiai Hideya、Hossain Md. Delwar、Taenaka Yuzo、Kadobayashi Youki
- Journal Title
  
  IEEE Access
  
  Volume: 12 Pages: 26023-26045
- DOI
  10.1109/access.2024.3366493
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K24828
[Journal Article] Attacking-Distance-Aware Attack: Semi-targeted Model Poisoning on Federated Learning2024
- Author(s)
  Sun Yuwei、Ochiai Hideya、Sakuma Jun
- Journal Title
  
  IEEE Transactions on Artificial Intelligence
  
  Volume: 5 Issue: 2 Pages: 925-939
- DOI
  10.1109/tai.2023.3280155
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22KJ0878, KAKENHI-PROJECT-23K24828
[Journal Article] Modbus/RS-485 Attack Detection on Communication Signals with Machine Learning2023
- Author(s)
  Ochiai Hideya、Hossain Md Delwar、Chirupphapa Pawissakan、Kadobayashi Youki、Esaki Hiroshi
- Journal Title
  
  IEEE Communications Magazine
  
  Volume: 61 Issue: 6 Pages: 43-49
- DOI
  10.1109/mcom.002.2200553
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K24828
[Journal Article] Federated Reinforcement Learning for the Building Facilities2022
- Author(s)
  Fujita Koki、Fujimura Shugo、Sun Yuwei、Esaki Hiroshi、Ochiai Hideya
- Journal Title
  
  IEEE International Conference on Omni-layer Intelligent Systems (COINS)
  
  Volume: 1 Pages: 1-6
- DOI
  10.1109/coins54846.2022.9854959
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K24830
[Journal Article] Honeyboost: Boosting honeypot performance with data fusion and anomaly detection2022
- Author(s)
  Sevvandi Kandanaarachchi, Hideya Ochiai, Asha Rao
- Journal Title
  
  Elsevier journal on Expert Systems with Applications
  
  Volume: 未定
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Journal Article] A Flexible Distributed Building Simulator for Federated Reinforcement Learning2022
- Author(s)
  Fujimura Shugo、Fujita Koki、Sun Yuwei、Esaki Hiroshi、Ochiai Hideya
- Journal Title
  
  IEEE International Conference on Omni-layer Intelligent Systems (COINS)
  
  Volume: 1 Pages: 1-6
- DOI
  10.1109/coins54846.2022.9855000
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K24830
[Journal Article] Adaptive Intrusion Detection in the Networking of Large-Scale LANs With Segmented Federated Learning2020
- Author(s)
  Yuwei Sun, Hiroshi Esaki, Hideya Ochiai
- Journal Title
  
  IEEE Open Journal of the Communications Society
  
  Volume: Vol.2 Pages: 102-112
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Journal Article] 商用電源における電圧零交差点での電流制御による通信とパルス幅符号化2016
- Author(s)
  池上洋行、落合秀也、塚田学、新居英明、江崎浩
- Journal Title
  
  電子情報通信学会論文誌（通信）
  
  Volume: J99-B
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16041
[Journal Article] Feedback on electricity usage for home energy management: A social experiment in a local village of cold region2014
- Author(s)
  Kanae Matsui, Hideya Ochiai, Yoshiki Yamagata
- Journal Title
  
  ELSEVIER Applied Energy
  
  Volume: 120 Pages: 159-168
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26730046
[Patent] 太陽光ストリングにおける電流信号の送信装置2016
- Inventor(s)
  落合秀也，池上洋行
- Industrial Property Rights Holder
  東京大学
- Industrial Property Rights Type
  特許
- Filing Date
  2016-06-30
- Data Source
  KAKENHI-PROJECT-16K16041
[Presentation] Bidirectional Contrastive Split Learning for Visual Question Answering2024
- Author(s)
  Yuwei Sun, Hideya Ochiai
- Organizer
  The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Tuning Personalized Models by Two-Phase Parameter Decoupling with Device-to-Device Communication2024
- Author(s)
  Atsuya Muramatsu, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE International Conference on Knowledge and Smart Technology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Augmenting Room Light Patterns for Building Automation with Camera Images and Vision Transformer2024
- Author(s)
  Takuya Sakamoto, Yuji Aizono, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE International Conference on Knowledge and Smart Technology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Device-to-Device Collaborative Learning for Self-Localization with Previous Model Utilization2024
- Author(s)
  Yudai Ueda, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE International Conference on Knowledge and Smart Technology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Building Automation with Vision Transformer using Synthetic Indoor Images for Room Light Control2024
- Author(s)
  Yuji Aizono, Takuya Sakamoto, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE International Conference on Knowledge and Smart Technology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Self-Organizing Hierarchical Topology in Peer-to-Peer Federated Learning: Strategies for Scalability, Robustness, and Non-IID Data2023
- Author(s)
  Yoshihiko Ito, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE Future Networks World Forum
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Competitive and Asynchronous Decentralized Federated Learning with Blockchain Smart Contracts2023
- Author(s)
  Eisuke Tomiyama, Hiroshi Esaki, Hideya Ochiai
- Organizer
  ACM International Conference on Information Technology for Social Good
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Smart Meter Modbus RS-485 Intrusion Detection by Federated Learning Approach2023
- Author(s)
  Hossain Md Delwar, Hideya Ochiai, Latifur Khan, Youki Kadobayashi
- Organizer
  IEEE International Conference on Computer and Automation Engineering (ICCAE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Associative Transformer is a Sparse Representation Learner2023
- Author(s)
  Yuwei Sun, Hideya Ochiai, Zhirong Wu, Stephen Lin, Ryota Kanai
- Organizer
  NeurIPS Workshop on Associative Memory and Hopfield Networks
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Tuning Vision Transformer with Device-to-Device Communication for Targeted Image Recognition2023
- Author(s)
  Hideya Ochiai, Atsuya Muramatsu, Yudai Ueda, Ryuhei Yamaguchi, Kazuhiro Katoh, and Hiroshi Esaki
- Organizer
  IEEE World Forum on Internet of Things
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Detection of Global Anomalies on Distributed IoT Edges with Device-to-Device Communication2023
- Author(s)
  Hideya Ochiai, Riku Nishihata, Eisuke Tomiyama, Yuwei Sun, Hiroshi Esaki
- Organizer
  ACM MobiHoc
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Collaborative Multi-Task Learning across Internet Edges with Device-to-Device Communications2023
- Author(s)
  Ryusei Higuchi, Hiroshi Esaki, Hideya Ochiai
- Organizer
  IEEE Cybermatics Congress (SmartData)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] WAFL-GAN: Wireless Ad Hoc Federated Learning for Distributed Generative Adversarial Networks2023
- Author(s)
  Eisuke Tomiyama, Hiroshi Esaki, Hideya Ochiai
- Organizer
  IEEE International Conference on Knowledge and Smart Technology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Wireless Ad-Hoc Federated Learning for Cooperative Map Creation and Localization Models2023
- Author(s)
  Yusuke Sugizaki, Hideya Ochiai, Muhammad Asad, Manabu Tsukada, Hiroshi Esaki
- Organizer
  IEEE World Forum on Internet of Things
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Electricity Theft Detection for Smart Homes with Knowledge-Based Synthetic Attack Data2023
- Author(s)
  Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
- Organizer
  IEEE International Conference on Factory Communication Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Securing Smart Vehicles through Federated Learning2023
- Author(s)
  Sadaf MD Halim, Md. Delwar Hossain, Latifur Khan, Hideya Ochiai, Hiroyuki Inoue, Kevin W. Hamle, Anoop Singhal, Youki Kadobayashi
- Organizer
  In Foundations and Practice of Security 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Attacker Localization with Machine Learning in RS-485 Industrial Control Networks2023
- Author(s)
  Hideya Ochiai, Md Delwar Hossain, Youki Kadobayashi, Hiroshi Esaki
- Organizer
  IEEE International Conference on Factory Communication Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Personalized Wireless Ad Hoc Federated Learning for Label Preference Skew2023
- Author(s)
  Ryusei Higuchi, Hiroshi Esaki, Hideya Ochiai
- Organizer
  IEEE World Forum on Internet of Things
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] 2MiCo: A Contrastive Semi-Supervised Method with Double Mixup for Smart Meter Modbus RS-485 Communication Security2023
- Author(s)
  Xiaodi Li, Md Delwar Hossain, Hideya Ochiai, Latifur Khan
- Organizer
  IEEE BigDataSecurity
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] MemWAFL: Efficient Model Aggregation for Wireless Ad Hoc Federated Learning in Sparse Dynamic Networks2023
- Author(s)
  Koshi Eguchi, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE Future Networks World Forum
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Federated Reinforcement Learning for the Building Facilities2022
- Author(s)
  Koki Fujita, Shugo Fujimura, Yuwei Sun, Hiroshi Esaki, Hideya Ochiai
- Organizer
  IEEE International Conference on Omni-layer Intelligent Systems (COINS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Wi-Fi の信号強度を用いた自律分散協調学習による広域自己位置推定2022
- Author(s)
  杉崎勇介, 落合秀也, 江崎浩
- Organizer
  電子情報通信学会, システム数理と応用研究会
- Data Source
  KAKENHI-PROJECT-23K24830
[Presentation] Smart Meter Modbus RS-485 Spoofing Attack Detection by LSTM Deep Learning Approach2022
- Author(s)
  Hossain Md Delwar, Hideya Ochiai, Tatsuya Arisawa, and Youki Kadobayashi
- Organizer
  IEEE Swiss Conference on Data Science
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Unauthorized Power Usage Detection Using Gradient Boosting Classifier in Disaggregated Smart Meter Home Network2022
- Author(s)
  Abraham Olufemi Abiodun, Hideya Ochiai, Kabid Hassan Shibly, Md Delwar Hossain, Yuzo Taenaka, and Youki Kadobayashi
- Organizer
  IEEE Future Networks World Forum (FNWF)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Wireless Ad-Hoc Federated Learningにおける前方誤り訂正による機械学習モデルの交換手法2022
- Author(s)
  長屋健太郎・落合秀也・江崎　浩
- Organizer
  電子情報通信学会 MSS研究会 MSS2022-35
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Wireless Ad Hoc Federated LearningとAutoencoderによる異常検知と閾値の決定方法2022
- Author(s)
  西端　陸・落合秀也・江崎　浩
- Organizer
  電子情報通信学会 MSS研究会 MSS2022-38
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Feature Extraction Pipeline and Analysis of Suspicious Events in Large-Scale LANs for Cyberattack Categorization2022
- Author(s)
  Pawissakan Chirupphapa, Hiroshi Esaki, Hideya Ochiai
- Organizer
  ACM International Conference on Big Data Engineering
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Wi-Fiの信号強度を用いた自律分散強調学習による広域自己位置推定2022
- Author(s)
  杉崎勇介・落合秀也・江崎　浩
- Organizer
  電子情報通信学会 MSS研究会 MSS2022-32
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] A Flexible Distributed Building Simulator for Federated Reinforcement Learning2022
- Author(s)
  Shugo Fujimura, Koki Fujita, Yuwei Sun, Hiroshi Esaki, Hideya Ochiai
- Organizer
  IEEE International Conference on Omni-layer Intelligent Systems (COINS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Feature Distribution Matching for Federated Domain Generalization2022
- Author(s)
  Yuwei Sun, Ng S.T. Chong, Hideya Ochiai
- Organizer
  Asian Conference on Machine Learning
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] 無線アドホック連合学習～完全分散型の協調的機械学習～2022
- Author(s)
  落合秀也
- Organizer
  電子情報通信学会 NS研究会 NS2022-145
- Invited
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Resilience of Wireless Ad Hoc Federated Learning against Model Poisoning Attacks2022
- Author(s)
  Naoya Tezuka, Hideya Ochiai, Yuwei Sun, Hiroshi Esaki
- Organizer
  IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (TPS-ISA)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Decentralized P2P Federated Learning on Ad-hoc Like Networks with Non-IID Dataset2022
- Author(s)
  Qingzhe Jin, Hideya Ochiai
- Organizer
  IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Federated Learning for Securing Smart Vehicles2022
- Author(s)
  Sadaf MD Halim, Muhammad Delwar Hossain, Latifur Khan, Hideya Ochiai, Hiroyuki Inoue, Kevin W. Hamlen, Anoop Singhal, Youki Kadobayashi
- Organizer
  ACM the Annual Computer Security Applications Conference (ACSAC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] 分散ニューラルモジュールを連結する学習ネットワーク2022
- Author(s)
  鈴木健吾・落合秀也・江崎　浩
- Organizer
  電子情報通信学会 MSS研究会 MSS2022-31
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Decentralized Federated Learningにおけるモデルパラメータ伝搬の分析2022
- Author(s)
  江口航志・落合秀也・江崎　浩
- Organizer
  電子情報通信学会 MSS研究会 MSS2022-34
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Smart Meter RS-485 Spoofing Attack Detection by LSTM Deep Learning Approach2022
- Author(s)
  Md Delwar Hossain, Hideya Ochiai, Tatsuya Arisawa, Youki Kadobayashi
- Organizer
  IEEE Swiss Conference on Data Science
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] 自己教師あり学習の特徴量交換によるDecentralized Federated Learning2022
- Author(s)
  櫻井晴基・落合秀也・江崎　浩
- Organizer
  電子情報通信学会 MSS研究会 MSS2022-37
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Peer-to-Peer Federated Learningにおけるトポロジー解析2022
- Author(s)
  伊藤吉彦・落合秀也・江崎　浩
- Organizer
  電子情報通信学会 MSS研究会 MSS2022-33
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Wireless Ad Hoc Federated Learningに対するModel Poisoning攻撃の影響の伝播2022
- Author(s)
  手塚尚哉・落合秀也・江崎　浩
- Organizer
  電子情報通信学会 MSS研究会 MSS2022-36
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis2022
- Author(s)
  Yuwei Sun, Hideya Ochiai, Jun Sakuma
- Organizer
  IEEE WCCI/IJCNN
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24828
[Presentation] Suspicious ARP Activity Detection and Clustering Based on Autoencoder Neural Networks2021
- Author(s)
  Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE Consumer Communications and Networking Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] INTAP: Integrated Network Traffic Analysis Pipeline for LAN Monitoring System2021
- Author(s)
  Pawissakan Chirupphapa, Hiroshi Esaki and Hideya Ochiai
- Organizer
  IEEE ICIM
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] SDNHive: A Proof-of-Concept SDN and Honeypot System for Defending Against Internal Threats2021
- Author(s)
  Meatasit Karakate, Hiroshi Esaki, Hideya Ochiai
- Organizer
  ACM International Conference on Communication and Network Security
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Scan-based Self Anomaly Detection: Client-side Mitigation of Channel-based Man-in-the-Middle Attacks against Wi-Fi2020
- Author(s)
  Sheng Gong, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE COMPSAC
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Text-based Malicious Domain Names Detection Based on Variational Autoencoder and Supervised Learning2020
- Author(s)
  Yuwei Sun, Ng S. T. Chong, Hideya Ochiai
- Organizer
  IEEE CISS
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Mitigating Privacy Leak by Injecting Unique Noise into the Traffic of Smart Speakers2020
- Author(s)
  Rikura Furuta, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE SMARTCOMP
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Visual Analytics for Anomaly Classification in LAN Based on Deep Convolutional Neural Network2020
- Author(s)
  Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE International Conference on Informatics, Electronics and Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] XGBoosted Misuse Detection in LAN-Internal Traffic Dataset2020
- Author(s)
  Zhiqing Zhang, Pawissakan Chirupphapa, Hiroshi Esaki, Hideya Ochiai
- Organizer
  IEEE International Conference on Intelligence and Security Informatics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Intrusion Detection with Segmented Federated Learning for Large-Scale Multiple LANs2020
- Author(s)
  Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE WCCI/IJCNN
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Aircraft Detection Based on Saliency Map and Convolution Neural Network2019
- Author(s)
  Yuwei Sun, Nagul Cooharojananone, Hideya Ochiai
- Organizer
  IEEE ICSEC
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Analysis of Malware Hidden Behind Firewalls with Back Scans2019
- Author(s)
  Zhiqing Zhang, Hiroshi Esaki, Hideya Ochiai
- Organizer
  IEEE International Symposium on Digital Forensics and Security
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] IoT-VuLock: Locking IoT Device Vulnerability with Enhanced Network Scans2019
- Author(s)
  S.Limjitti, H.Ochiai, H.Esaki, K.Sripanidkulchai
- Organizer
  13th International Conference on Ubiquitous Information Management and Communication
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] A Rule-based Algorithm of Finding Valid Hosts for IoT Device Using Its Network Traffic2019
- Author(s)
  Porapat Ongkanchana, H.Esaki, H.Ochiai
- Organizer
  13th International Conference on Ubiquitous Information Management and Communication
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] 深層学習に基づくLAN内活動の検出システム2019
- Author(s)
  孫　昱偉、落合秀也、江崎　浩
- Organizer
  電子情報通信学会 NS研究会
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Detection and Classification of Network Events in LAN using CNN2019
- Author(s)
  Yuwei Sun, Hiroshi Esaki, Hideya Ochiai
- Organizer
  IEEE InCIT
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] ARP Request Trend Fitting for Detecting Malicious Activity in LAN2019
- Author(s)
  Kai Matsufuji, S.Kobayashi, H.Esaki, H.Ochiai
- Organizer
  13th International Conference on Ubiquitous Information Management and Communication
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Unveiling Malicious Activities in LAN with Honeypot2019
- Author(s)
  Zhiqing Zhang, Hiroshi Esaki, Hideya Ochiai
- Organizer
  IEEE InCIT
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Probing Firewalls of Malware-Infected Networks with Honeypot2019
- Author(s)
  Hyuga Kobayashi, Zhiqing Zhang, Hiroshi Esaki, Hideya Ochiai
- Organizer
  ACM CFI
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Classification of TCP 445 Attacks and Global Snapshot with Honeypot Analysis2019
- Author(s)
  Ying Luo, Zhiqing Zhang, Hiroshi Esaki, Hideya Ochiai
- Organizer
  IEEE ICAIT
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] PPLC-PV通信のためのパケット検出アルゴリズムの考案2018
- Author(s)
  幸田大智，李旻，落合秀也，栗本育三郎，江崎浩
- Organizer
  電子情報通信学会　信号処理研究会
- Data Source
  KAKENHI-PROJECT-16K16041
[Presentation] IoT機器の安全性を高める動的通信分別手法の研究2018
- Author(s)
  長嶋秀幸, 落合秀也, 江崎浩
- Organizer
  情報処理学会 DICOMO
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] INSTRUCT: A Clustering Based Identification of Valid Communications in IoT Networks2018
- Author(s)
  Mohd Saalim Jamal, Venkata Keerthy S, Hideya Ochiai, Hiroshi Esaki, Kotaro Kataoka
- Organizer
  IEEE International Conference on Internet of Things: Systems, Management and Security
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Visualizing Remote Network Reactions with Firewall Probe2018
- Author(s)
  Hyuga Kobayashi, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE Symposium on Visualization for Cyber Security
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] 遠方LAN監視システムの開発2018
- Author(s)
  松岡勝也、水谷将也、落合秀也、江崎　浩
- Organizer
  電子情報通信学会 ICSS研究会
- Data Source
  KAKENHI-PROJECT-18K11257
[Presentation] Detecting BGP Inconsistencies2017
- Author(s)
  Yutaro Nomura, Romain Fontugne, Emile Aben, Hideya Ochiai and Hiroshi Esaki
- Organizer
  ACM CFI
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16041
[Presentation] IR-XY-PV: Infrared Multihop Communication for XY-Coordinated PV Modules2017
- Author(s)
  Hideya Ochiai, Zhiqing Zhang, Hiroto Kitamura and Hiroshi Esaki
- Organizer
  ACM AINTEC
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16041
[Presentation] An IoT Application-Layer Protocol Modem: A Case Study on Interfacing IEEE1888 with AT Commands2017
- Author(s)
  Zhiqing Zhang, Hideya Ochiai and Hiroshi Esaki
- Organizer
  IEEE CyberC
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16041
[Presentation] IoT WebSocket Connection Management Algorithm for Early Warning Earthquake Alert Applications2017
- Author(s)
  Ajinkya Mulay, Hideya Ochiai and Hiroshi Esaki
- Organizer
  ACM/IEEE UCC
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16041
[Presentation] Remote Proxy V2V Messaging using IPv6 and GeoNetworking2017
- Author(s)
  Masahiro Kitazawa, Manabu Tsukada, Kai Morino, Hideya Ochiai and Hiroshi Esaki
- Organizer
  IARIA VEHICULAR
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16041
[Presentation] IDベース認証機能付鍵交換のTLS適用とその実装評価2016
- Author(s)
  酒見由美、森川郁也、武仲正彦、落合秀也、金岡晃
- Organizer
  情報セキュリティシンポジウム（SCIS 2016）
- Place of Presentation
  熊本県熊本市 ANAクラウンプラザホテル熊本ニュースカイ
- Year and Date
  2016-01-19
- Data Source
  KAKENHI-PROJECT-26730046
[Presentation] 協調型 ITS における車々間メッセージ代理生成・送信システムの設計2016
- Author(s)
  北里知也、塚田学、落合秀也、江崎浩
- Organizer
  情報処理学会
- Place of Presentation
  三重県
- Year and Date
  2016-07-06
- Data Source
  KAKENHI-PROJECT-16K16041
[Presentation] WebSocket通信における緊急メッセージの優先配送の手法と評価2016
- Author(s)
  李聖年、落合秀也、江崎浩
- Organizer
  電子情報通信学会、IA研究会
- Place of Presentation
  東京都港区機械振興会館
- Year and Date
  2016-01-29
- Data Source
  KAKENHI-PROJECT-26730046
[Presentation] A Pulse Power Line Communication for Series-Connected PV Monitoring. Hideya Ochiai,2016
- Author(s)
  Hideya Ochiai and Hiroyuki Ikegami
- Organizer
  IEEE SmartGridComm
- Place of Presentation
  Sydney, Australia
- Year and Date
  2016-11-06
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16041
[Presentation] Proxy Cooperative Awareness Message: An Infrastructure-Assisted V2V Messaging2016
- Author(s)
  Tomoya Kitazato, Manabu Tsukada, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE ICMU
- Place of Presentation
  Kaiserslautern, Germany
- Year and Date
  2016-10-04
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16041
[Presentation] Facility Networking with IP over RS485: Packet Control for Master-Slave Cascaded Networks
- Author(s)
  Hideya Ochiai, Hiroki Nakagami, Yuuichi Teranishi, Hiroshi Esaki
- Organizer
  IEEE SmartGridComm 2014
- Place of Presentation
  Venice, Italy
- Year and Date
  2014-11-03 – 2014-11-06
- Data Source
  KAKENHI-PROJECT-26730046
[Presentation] Unidirectional Link-Aware DTN-based Sensor Network in Building Monitoring Scenario
- Author(s)
  Manussanun Buranachokphaisan, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE Wireless Days
- Place of Presentation
  Rio de Janeiro, Brazil
- Year and Date
  2014-11-12 – 2014-11-14
- Data Source
  KAKENHI-PROJECT-26730046
[Presentation] FAST-DTN: Farther-Aim-Shorter-Try Disruption Tolerant Network for Building Monitoring Applications
- Author(s)
  Manussanun Buranachokphaisan, Hideya Ochiai, Hiroshi Esaki
- Organizer
  IEEE Conference on Wireless Sensors
- Place of Presentation
  Selangor, Malaysia
- Year and Date
  2014-10-26 – 2014-10-28
- Data Source
  KAKENHI-PROJECT-26730046
[Presentation] Facility Information Management on HBase: Large-Scale Storage for Time-Series Data
- Author(s)
  Hideya Ochiai, Hiroyuki Ikegami, Yuuichi Teranishi, Hiroshi Esaki
- Organizer
  IEEE COMPSAC
- Place of Presentation
  Vasteras, Sweden
- Year and Date
  2014-07-21 – 2014-07-25
- Data Source
  KAKENHI-PROJECT-26730046
[Presentation] City-Scale Weather Monitoring with Campus Networks: Deployment Study in Hyderabad
- Author(s)
  Hideya Ochiai, Masato Yamanouchi, Y. K. Reddy, Hiroshi Esaki
- Organizer
  IEEE TIME-E
- Place of Presentation
  Bandung, Indonesia
- Year and Date
  2014-08-19 – 2014-08-21
- Data Source
  KAKENHI-PROJECT-26730046

1. 松井加奈絵 (30742241)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. Hossain Md・Delwar (60911724)

# of Collaborated Projects: 1 results

# of Collaborated Products: 10 results
3. 江崎浩 (60311643)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
4. 砂原秀樹 (20206577)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 塚田学 (90724352)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. SUN YUWEI

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results

OCHIAI Hideya 落合 秀也

Ochiai Hideya 落合 秀也

Research Projects

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横のつながりで自己組織化的に発展する協調学習プラットフォームの創出Principal Investigator

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階層化ダイナミックマップに基づくデジタルツイン基盤

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A study on security and vulnerability management of facility networksPrincipal Investigator

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Message Priority Control in WebSocket Communications in M2MPrincipal Investigator

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IEEE1888/IPv6/RS485 Facility Sensor Network Performance EvaluationPrincipal Investigator

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[Journal Article] Electricity Theft Detection for Smart Homes: Harnessing the Power of Machine Learning With Real and Synthetic Attacks2024

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Data Source

[Journal Article] Attacking-Distance-Aware Attack: Semi-targeted Model Poisoning on Federated Learning2024

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[Journal Article] Modbus/RS-485 Attack Detection on Communication Signals with Machine Learning2023

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[Journal Article] Federated Reinforcement Learning for the Building Facilities2022

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[Journal Article] Honeyboost: Boosting honeypot performance with data fusion and anomaly detection2022

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[Journal Article] A Flexible Distributed Building Simulator for Federated Reinforcement Learning2022

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[Journal Article] Adaptive Intrusion Detection in the Networking of Large-Scale LANs With Segmented Federated Learning2020

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[Journal Article] 商用電源における電圧零交差点での電流制御による通信とパルス幅符号化2016

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[Journal Article] Feedback on electricity usage for home energy management: A social experiment in a local village of cold region2014

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[Patent] 太陽光ストリングにおける電流信号の送信装置2016

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

OCHIAI Hideya 落合秀也

Ochiai Hideya 落合秀也