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Development of Cyber-Secure Networked Distributed Algorithms

Research Project

Project/Area Number 18H01460
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 21040:Control and system engineering-related
Research InstitutionTokyo Institute of Technology

Principal Investigator

Ishii Hideaki  東京工業大学, 情報理工学院, 教授 (50376612)

Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥15,860,000 (Direct Cost: ¥12,200,000、Indirect Cost: ¥3,660,000)
Fiscal Year 2021: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2020: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2019: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2018: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Keywords制御システム / サイバーセキュリティ / 分散アルゴリズム / マルチエージェント系 / 合意問題 / システム制御 / 制御工学
Outline of Final Research Achievements

From the viewpoint of systems control theory, we aimed at enhancing security measures taking account of impacts on physical systems. We developed resilient distributed control algorithms under which desired tasks can be completed even when malicious attackers launch falsified data injections, irregular transmissions, and communication disruptions in three directions as follows: (i) For consensus algorithms, we proposed resilient methods based on removing outliers for reducing the influence of malicious agents in the network. (ii) We considered game-theoretic problems where an attacker and a defender compete for network connectivity by attacking and recovering the communication links among agents.(iii) In remote control systems, we analyzed the effects of jamming attacks on closed-loop stability and the necessary communication rates.

Academic Significance and Societal Importance of the Research Achievements

大規模なネットワーク化された制御システムが広く社会で活用されつつあるが,そのサイバーセキュリティ対策は重要課題である.本研究では,計測・制御信号が通信妨害やデータ改ざんの攻撃を受けた場合にもその影響がシステム内で広がらない,ロバストな分散制御や分散計算のためのアルゴリズムを多く構築した.ネットワーク構造を持つシステムとして,電力系統のセキュリティや感染症の数理モデル等の新たな課題へ発展した.

Report

(5 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (145 results)

All 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (24 results) Journal Article (62 results) (of which Int'l Joint Research: 35 results,  Peer Reviewed: 57 results,  Open Access: 13 results) Presentation (55 results) (of which Int'l Joint Research: 30 results,  Invited: 11 results) Book (1 results) Remarks (3 results)

  • [Int'l Joint Research] University of Groningen/Eindhoven University of Technology/Technical University of Delft(オランダ)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] KTH Royal Institute of Technology(スウェーデン)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] New York University/University of Idaho(米国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] University of Florence(イタリア)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] 浙江大学/清華大学(中国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research]

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] University of Groningen/Eindhoven University of Technology(オランダ)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] KTH Royal Institute of Technology(スウェーデン)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] New York University/University of Idaho(米国)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] University of Sevilia(スペイン)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] University of Sheffield(英国)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research]

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] ニューヨーク大学/アイダホ大学(米国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] シュツットガルト大学(ドイツ)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] グロニンゲン大学(オランダ)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] KTH王立工科大学(スウェーデン)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] セビーリャ大学/カタルーニャ工科大学(スペイン)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research]

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] グローニンゲン大学(オランダ)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] セビーリャ大学/カタルーニャ工科大学(スペイン)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] ニューヨーク大学/マサチューセッツ工科大学(米国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] KTH王立工科大学(スウェーデン)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] シュツットガルト大学(ドイツ)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research]

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Resilient real-valued consensus in spite of mobile malicious agents on directed graphs2022

    • Author(s)
      Y. Wang, H. Ishii, F. Bonnet, X. Defago
    • Journal Title

      IEEE Transactions on Parallel and Distributed Systems

      Volume: Vol. 33 No. 3 Issue: 3 Pages: 586-603

    • DOI

      10.1109/tpds.2021.3096074

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Secure Networked Control Under Jamming Attacks: An SINR-Based Approach2022

    • Author(s)
      Cetinkaya Ahmet、Ishii Hideaki、Hayakawa Tomohisa
    • Journal Title

      Security and Resilience of Control Systems: Theory and Applications, Lecture Notes in Control and Information Sciences, vol. 489

      Volume: -- Pages: 63-91

    • DOI

      10.1007/978-3-030-83236-0_3

    • ISBN
      9783030832353, 9783030832360
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] A Tutorial on Security and Privacy Challenges in CPS2022

    • Author(s)
      Dibaji Seyed Mehran、Hussain Alefiya、Ishii Hideaki
    • Journal Title

      Security and Resilience of Control Systems: Theory and Applications, Lecture Notes in Control and Information Sciences, vol. 489

      Volume: -- Pages: 121-146

    • DOI

      10.1007/978-3-030-83236-0_5

    • ISBN
      9783030832353, 9783030832360
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Towards the IFAC World Congress 20232021

    • Author(s)
      井村順一,石井秀明
    • Journal Title

      Journal of The Society of Instrument and Control Engineers

      Volume: 60 Issue: 7 Pages: 532-534

    • DOI

      10.11499/sicejl.60.532

    • NAID

      130008067868

    • ISSN
      0453-4662, 1883-8170
    • Year and Date
      2021-07-10
    • Related Report
      2021 Annual Research Report
  • [Journal Article] Resilient Consensus and Synchronization in Multi-Agent Systems: Event-Based Communication Approach2021

    • Author(s)
      石井秀明
    • Journal Title

      Journal of The Society of Instrument and Control Engineers

      Volume: 60 Issue: 1 Pages: 53-58

    • DOI

      10.11499/sicejl.60.53

    • NAID

      130007973696

    • ISSN
      0453-4662, 1883-8170
    • Year and Date
      2021-01-10
    • Related Report
      2020 Annual Research Report
  • [Journal Article] Resilient self/event-triggered consensus based on ternary control2021

    • Author(s)
      H. Matsume, Y. Wang, H. Ishii
    • Journal Title

      Nonlinear Analysis: Hybrid Systems

      Volume: Vol. 42 Pages: 101091-101091

    • DOI

      10.1016/j.nahs.2021.101091

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Secure consensus with distributed detection via two-hop communication2021

    • Author(s)
      L. Yuan, H. Ishii
    • Journal Title

      Automatica

      Volume: Vol. 131 Pages: 109775-109775

    • DOI

      10.1016/j.automatica.2021.109775

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Security analysis of linearization for nonlinear networked control systems under DoS2021

    • Author(s)
      R. Kato, A. Cetinkaya, H. Ishii
    • Journal Title

      IEEE Transactions on Control of Network Systems

      Volume: Vol. 8 No. 4 Issue: 4 Pages: 1692-1704

    • DOI

      10.1109/tcns.2021.3078130

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Scenario-based defense mechanism against vulnerabilities in Lagrange-based DMPC2021

    • Author(s)
      J. M. Maestre, P. Velarde, H. Ishii, R. R. Negenborn
    • Journal Title

      Control Engineering Practice

      Volume: Vol. 114 Pages: 104879-104879

    • DOI

      10.1016/j.conengprac.2021.104879

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Power systems decomposition for robustifying state estimation under cyber attacks2021

    • Author(s)
      N. Ahmadi, Y. Chakhchoukh, H. Ishii
    • Journal Title

      IEEE Transactions on Power Systems

      Volume: Vol. 36 No. 3 Issue: 3 Pages: 1922-1933

    • DOI

      10.1109/tpwrs.2020.3026951

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Dynamic privacy-aware collaborative schemes for average computation: A multi-time reporting case2021

    • Author(s)
      X. Wang, H. Ishii, J. He, P. Cheng
    • Journal Title

      IEEE Transactions on Information Forensics and Security

      Volume: Vol. 16 Pages: 3843-3858

    • DOI

      10.1109/tifs.2021.3096121

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Averaging and cluster synchronization of Kuramoto oscillators2021

    • Author(s)
      R. Kato, H. Ishii
    • Journal Title

      Proc. European Control Conference

      Volume: -- Pages: 1491-1496

    • DOI

      10.23919/ecc54610.2021.9655116

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Average consensus in discrete-time multi-agent systems with distributed event-triggered control2021

    • Author(s)
      R. K. Mishra, H. Ishii
    • Journal Title

      Proc. European Control Conference

      Volume: -- Pages: 605-610

    • DOI

      10.23919/ecc54610.2021.9655013

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Resilient quantized control under Denial-of-Service with the application of variable bitrate quantization2021

    • Author(s)
      S. Feng, A. Cetinkaya, H. Ishii, P. Tesi, C. De Persis
    • Journal Title

      Proc. European Control Conference

      Volume: -- Pages: 506-511

    • DOI

      10.23919/ecc54610.2021.9654936

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Resilient consensus against epidemic malicious attacks2021

    • Author(s)
      Y. Wang, H. Ishii, Francois Bonnet, X. Defago
    • Journal Title

      Proc. European Control Conference

      Volume: -- Pages: 1387-1392

    • DOI

      10.23919/ecc54610.2021.9654845

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Resilient synchronization of pulse-coupled oscillators under stealthy attacks2021

    • Author(s)
      Y. Iori, H. Ishii
    • Journal Title

      Proc. IFAC Conference on Modelling, Identification and Control of Nonlinear Systems (MICNON'21)

      Volume: -- Issue: 14 Pages: 424-429

    • DOI

      10.1016/j.ifacol.2021.10.391

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Suppressing the endemic equilibrium in SIS epidemics: A state dependent approach2021

    • Author(s)
      Y. Wang, S. Gracy, H. Ishii, K. H. Johansson
    • Journal Title

      Proc. 11th IFAC Symposium on Biological and Medical Systems (BMS'21)

      Volume: --

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Quantized state feedback stabilization of nonlinear systems under DoS2021

    • Author(s)
      Mingming Shi, Shuai Feng, Hideaki Ishii
    • Journal Title

      Proc. 24th Int. Symposium on Mathematical Theory of Networks and Systems (MTNS)

      Volume: -- Pages: 110180-110180

    • DOI

      10.1016/j.automatica.2022.110180

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Cluster formation in multiagent consensus via dynamic resilient graph games2021

    • Author(s)
      Y. Nugraha, A. Cetinkaya, T. Hayakawa, H. Ishii, Q. Zhu
    • Journal Title

      Proc. 5th IEEE Conference on Control Technology and Applications

      Volume: -- Pages: 735-740

    • DOI

      10.1109/ccta48906.2021.9659182

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Resilient consensus with multi-hop communication2021

    • Author(s)
      L. Yuan, H. Ishii
    • Journal Title

      Proc. 60th IEEE Conference on Decision and Control

      Volume: -- Pages: 2692-2697

    • DOI

      10.1109/cdc45484.2021.9683181

    • NAID

      130008127870

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Resilient control of uncertain networked systems under DoS attacks2021

    • Author(s)
      X. Kang, H. Ishii
    • Journal Title

      Proc. 60th IEEE Conference on Decision and Control

      Volume: -- Pages: 6945-6950

    • DOI

      10.1109/cdc45484.2021.9683789

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Rolling horizon games for cluster formation of resilient multiagent systems2021

    • Author(s)
      Y. Nugraha, A. Cetinkaya, T. Hayakawa, H. Ishii, Q. Zhu
    • Journal Title

      Proc. 60th IEEE Conference on Decision and Control

      Volume: -- Pages: 4823-4828

    • DOI

      10.1109/cdc45484.2021.9683409

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Dynamic event-triggered consensus control of discrete-time linear multi-agent systems2021

    • Author(s)
      R. K. Mishra, H. Ishii
    • Journal Title

      Proc. IFAC Hybrid Conference on Analysis and Control of Chaotic Systems (CHAOS'21)

      Volume: -- Issue: 17 Pages: 123-128

    • DOI

      10.1016/j.ifacol.2021.11.036

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Networked Control Under DoS Attacks: Tradeoffs Between Resilience and Data Rate2021

    • Author(s)
      Feng Shuai、Cetinkaya Ahmet、Ishii Hideaki、Tesi Pietro、Persis Claudio De
    • Journal Title

      IEEE Transactions on Automatic Control

      Volume: 66 Issue: 1 Pages: 460-467

    • DOI

      10.1109/tac.2020.2981083

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Dynamic Resilient Network Games With Applications to Multiagent Consensus2021

    • Author(s)
      Nugraha Yurid、Cetinkaya Ahmet、Hayakawa Tomohisa、Ishii Hideaki、Zhu Quanyan
    • Journal Title

      IEEE Transactions on Control of Network Systems

      Volume: 8 Issue: 1 Pages: 246-259

    • DOI

      10.1109/tcns.2020.3016839

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Markov Chains and Ranking Problems in Web Search2021

    • Author(s)
      Ishii Hideaki、Tempo Roberto
    • Journal Title

      Encyclopedia of Systems and Control, 2nd ed, Springer

      Volume: -- Pages: 1-7

    • DOI

      10.1007/978-1-4471-5102-9_135-2

    • ISBN
      9781447151029
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Randomized Transmission Protocols for Protection against Jamming Attacks in Multi-Agent Consensus2020

    • Author(s)
      Cetinkaya Ahmet、Kikuchi Kaito、Hayakawa Tomohisa、Ishii Hideaki
    • Journal Title

      Automatica

      Volume: 117 Pages: 108960-108960

    • DOI

      10.1016/j.automatica.2020.108960

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stabilization of Networked Control Systems under DoS Attacks and Output Quantization2020

    • Author(s)
      Wakaiki Masashi、Cetinkaya Ahmet、Ishii Hideaki
    • Journal Title

      IEEE Transactions on Automatic Control

      Volume: - Issue: 8 Pages: 3560-3575

    • DOI

      10.1109/tac.2019.2949096

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Privacy-preserving distributed machine learning via local randomization and ADMM perturbation2020

    • Author(s)
      X. Wang, H. Ishii, L. Du, P. Cheng, J. Chen
    • Journal Title

      IEEE Transactions on Signal Processing

      Volume: Vol. 68 Pages: 4226-4241

    • DOI

      10.1109/tsp.2020.3009007

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] An event-triggered approach to quantized resilient consensus2020

    • Author(s)
      Y. Wang, H. Ishii
    • Journal Title

      International Journal of Robust and Nonlinear Control, Special Issue on Privacy and Security of Cyber-Physical Systems

      Volume: Vol. 30 No. 11 Issue: 11 Pages: 4188-4204

    • DOI

      10.1002/rnc.4834

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dynamics resilient graph games for state-dependent jamming attacks analysis on multi-agent systems2020

    • Author(s)
      Y. Nugraha, A. Cetinkaya, T. Hayakawa, Hideaki Ishii, Q. Zhu
    • Journal Title

      Proc. 21st IFAC World Congress

      Volume: -- Issue: 2 Pages: 3421-3426

    • DOI

      10.1016/j.ifacol.2020.12.1659

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Towards the coarsest quantized controller under denial-of-service attacks2020

    • Author(s)
      D. van Dinther, S. Feng, Hideaki Ishii, M. Heemels
    • Journal Title

      Proc. 21st IFAC World Congress

      Volume: -- Issue: 2 Pages: 3496-3501

    • DOI

      10.1016/j.ifacol.2020.12.1702

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Resilient consensus against mobile malicious agents2020

    • Author(s)
      Y. Wang, Hideaki Ishii, F. Bonnet, X. Defago
    • Journal Title

      Proc. 21st IFAC World Congress

      Volume: -- Issue: 2 Pages: 3409-3414

    • DOI

      10.1016/j.ifacol.2020.12.1507

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] DoS-aware quantized control of nonlinear systems via linearization2020

    • Author(s)
      R. Kato, A. Cetinkaya, Hideaki Ishii
    • Journal Title

      Proc. 21st IFAC World Congress

      Volume: -- Issue: 2 Pages: 3054-3059

    • DOI

      10.1016/j.ifacol.2020.12.1003

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamic privacy-preserving collaborative schemes for average computation2020

    • Author(s)
      X. Wang, Hideaki Ishii, J. He, P. Cheng
    • Journal Title

      Proc. 21st IFAC World Congress

      Volume: -- Issue: 2 Pages: 2963-2968

    • DOI

      10.1016/j.ifacol.2020.12.973

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Actuation attacks on constrained linear systems: A settheoretic analysis2020

    • Author(s)
      P. Trodden, J. M. Maestre, Hideaki Ishii
    • Journal Title

      Proc. 21st IFAC World Congress

      Volume: -- Issue: 2 Pages: 6963-6968

    • DOI

      10.1016/j.ifacol.2020.12.415

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Dynamic quantized consensus of general linear multi-agent systems under denial-of-service attacks2020

    • Author(s)
      S. Feng and Hideaki Ishii
    • Journal Title

      Proc. 21st IFAC World Congress

      Volume: -- Issue: 2 Pages: 3533-3538

    • DOI

      10.1016/j.ifacol.2020.12.1724

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamic resilient network games considering connectivity2020

    • Author(s)
      Yurid Eka Nugraha, Ahmet Cetinkaya, Tomohisa Hayakawa, Hideaki Ishii, Quanyan Zhu
    • Journal Title

      Proc. 59th IEEE Conference on Decision and Control

      Volume: -- Pages: 3779-3784

    • DOI

      10.1109/cdc42340.2020.9304479

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A search-based approach to identifying jamming attacks and defense policies in wireless networked control2020

    • Author(s)
      A. Cetinkaya, P. Arcaini, H. Ishii, T. Hayakawa
    • Journal Title

      Proc. 59th IEEE Conference on Decision and Control

      Volume: -- Pages: 5717-5722

    • DOI

      10.1109/cdc42340.2020.9303996

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dynamic quantized leader-follower consensus under denial-of-service attacks2020

    • Author(s)
      Shuai Feng, Hideaki Ishii
    • Journal Title

      Proc. 59th IEEE Conference on Decision and Control

      Volume: -- Pages: 488-493

    • DOI

      10.1109/cdc42340.2020.9303779

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Resilient self/event-triggered consensus based on ternary control2020

    • Author(s)
      H. Matsume, Y. Wang, H. Ishii
    • Journal Title

      Proc. 59th IEEE Conference on Decision and Control

      Volume: -- Pages: 6240-6245

    • DOI

      10.1109/cdc42340.2020.9304448

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A resilient synchronization protocol for pulse-coupled oscillators over robust networks2020

    • Author(s)
      Y. Iori, Hideaki Ishii
    • Journal Title

      Proc. American Control Conference

      Volume: -- Pages: 713-718

    • DOI

      10.23919/acc45564.2020.9147253

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Resilient distributed model predictive control for energy management of interconnected microgrids2020

    • Author(s)
      W. Ananduta, J. M. Maestre, C. Ocampo-Martinez, H. Ishii
    • Journal Title

      Optimal Control, Applications and Methods, Special Issue on MPC for Energy Systems: Economic and Distributed Approaches

      Volume: Vol. 41 No. 1 Issue: 1 Pages: 146-169

    • DOI

      10.1002/oca.2534

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Resilient consensus through event-based communication2020

    • Author(s)
      Yuan Wang, Hideaki Ishii
    • Journal Title

      IEEE Transactions on Control of Network Systems

      Volume: Vol. 7 No. 1 Issue: 1 Pages: 471-482

    • DOI

      10.1109/tcns.2019.2924235

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Cyber security for voltage control of distribution systems under data falsification attacks2020

    • Author(s)
      H. Ishii, S. Yoshizawa, Y. Fujimoto, I. Ono, T. Onoda, Y. Hayashi
    • Journal Title

      Design and Analysis of Distributed Energy Management Systems. Power Electronics and Power Systems. T. Suzuki, S. Inagaki, Y. Susuki, A. Tran (eds), Springer

      Volume: - Pages: 145-165

    • DOI

      10.1007/978-3-030-33672-1_8

    • ISBN
      9783030336714, 9783030336721
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Differential privacy-preserving distributed machine learning2019

    • Author(s)
      X. Wang, H. Ishii, L. Du,P. Cheng, J. Chen
    • Journal Title

      Proc. 58th IEEE Conference on Decision and Control

      Volume: - Pages: 7339-7344

    • DOI

      10.1109/cdc40024.2019.9029938

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] PageRank computation via web aggregation in distributed randomized algorithms2019

    • Author(s)
      Atsushi Suzuki, Hideaki Ishii
    • Journal Title

      Proc. 58th IEEE Conference on Decision and Control

      Volume: - Pages: 1856-1861

    • DOI

      10.1109/cdc40024.2019.9029680

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A resilient approach for distributed MPC-based economic dispatch in interconnected microgrids2019

    • Author(s)
      W. Ananduta, J. M. Maestre, C. Ocampo-Martinez, H. Ishii
    • Journal Title

      Proc. European Control Conference

      Volume: - Pages: 891-896

    • DOI

      10.23919/ecc.2019.8796208

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Randomized transmissions for networked control under high-frequency jamming2019

    • Author(s)
      A. Cetinkaya, H. Ishii, T. Hayakawa
    • Journal Title

      Proc. 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys'19)

      Volume: - Issue: 20 Pages: 375-380

    • DOI

      10.1016/j.ifacol.2019.12.184

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Event-based containability for linear systems with arbitrarily small bit rates2019

    • Author(s)
      S. Linsenmayer, M. A. Muller, H. Ishii, F. Allgower
    • Journal Title

      Proc. 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys'19)

      Volume: - Issue: 20 Pages: 31-36

    • DOI

      10.1016/j.ifacol.2019.12.138

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Resilient consensus with distributed fault detection2019

    • Author(s)
      Liwei Yuan, Hideaki Ishii
    • Journal Title

      Proc. 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys'19)

      Volume: - Issue: 20 Pages: 285-290

    • DOI

      10.1016/j.ifacol.2019.12.195

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Cyber security for power system state estimation2019

    • Author(s)
      Y. Chakhchoukh, H.Ishii
    • Journal Title

      Smart Grid Control: Overview and Research Opportunities, J. Stoustrup, A. Annaswamy, A. Chakrabortty, and Z. Qu (editors), Springer

      Volume: - Pages: 241-256

    • DOI

      10.1007/978-3-319-98310-3_15

    • ISBN
      9783319983097, 9783319983103
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Two-way coding in control systems under injection attacks: From attack detection to attack correction2019

    • Author(s)
      S. Fang, K. H. Johansson, M. Skoglund, H. Sandberg, H. Ishii
    • Journal Title

      Proc. 10th ACM/IEEE Int. Conference on Cyber-Physical Systems (ICCPS)

      Volume: - Pages: 141-150

    • DOI

      10.1145/3302509.3311047

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A distributed model predictive scheme for resilient consensus with input constraints2019

    • Author(s)
      Y. Wang, H. Ishii
    • Journal Title

      Proc. IEEE Conference on Control Technology and Applications (CCTA)

      Volume: - Pages: 349-354

    • DOI

      10.1109/ccta.2019.8920700

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Resilient distributed averaging2019

    • Author(s)
      S. M. Dibaji, M. Safi, Hideaki Ishii
    • Journal Title

      Proc. American Control Conference

      Volume: - Pages: 96-101

    • DOI

      10.23919/acc.2019.8814959

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Resilient consensus through asynchronous event-based communication2019

    • Author(s)
      Yuan Wang, Hideaki Ishii
    • Journal Title

      Proc. American Control Conference

      Volume: - Pages: 1842-1847

    • DOI

      10.23919/acc.2019.8815065

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Networked control under DoS attacks: Trade-off between resilience and data rate2019

    • Author(s)
      S. Feng, A. Cetinkaya, H. Ishii, P. Tesi, C. De Persis
    • Journal Title

      Proc. American Control Conference

      Volume: - Pages: 378-383

    • DOI

      10.23919/acc.2019.8814662

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Subgame perfect equilibrium analysis for jamming attacks on resilient graphs2019

    • Author(s)
      Y. Nugraha, A. Cetinkaya, T. Hayakawa, H. Ishii, Q. Zhu
    • Journal Title

      Proc. American Control Conference

      Volume: - Pages: 2040-2045

    • DOI

      10.23919/acc.2019.8814607

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Enhancing security for voltage control of distribution systems under data falsification attacks2019

    • Author(s)
      M. Onogawa, S. Yoshizawa, Y. Fujimoto, H. Ishii, I. Ono, T. Onoda, Y. Hayashi
    • Journal Title

      Proc. American Control Conference

      Volume: - Pages: 3249-3254

    • DOI

      10.23919/acc.2019.8814907

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stabilization of nonlinear networked control systems under denial-of-service attacks: A linearization approach2019

    • Author(s)
      R. Kato, A. Cetinkaya, H. Ishii
    • Journal Title

      Proc. American Control Conference

      Volume: - Pages: 1444-1449

    • DOI

      10.23919/acc.2019.8815105

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Generic variance bounds on estimation and prediction errors in time series analysis: An entropy perspective2019

    • Author(s)
      S. Fang, M. Skoglund, K. H. Johansson, H. Ishii, Q. Zhu
    • Journal Title

      IEEE Information Theory Workshop (ITW)

      Volume: - Pages: 1-6

    • DOI

      10.1109/itw44776.2019.8989240

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Distributed Randomized Algorithms for PageRank Computation: Recent Advances2018

    • Author(s)
      Ishii Hideaki, Suzuki Atsushi
    • Journal Title

      Uncertainty in Complex Networked Systems: In Honor of Roberto Tempo, T. Basar (editor), Birkhauser

      Volume: - Pages: 419-447

    • DOI

      10.1007/978-3-030-04630-9_12

    • ISBN
      9783030046293, 9783030046309
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Distributed Event-Triggered Control for Discrete-Time Multi-Agent Average Consensus2021

    • Author(s)
      MISHRA Rajiv Kumar, 石井 秀明
    • Organizer
      SICE International Symposium on Control Systems (ISCS)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Two-Player Rolling Horizon Games for Jamming Attacks on Multiagent Systems2021

    • Author(s)
      NUGRAHA Yurid Eka, Cetinkaya Ahmet, 早川 朋久, 石井 秀明, Zhu Quanyan
    • Organizer
      第8回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] Resilient Consensus Against Epidemic Malicious Attacks2021

    • Author(s)
      Wang Yuan, 石井 秀明, ボネフランソワ, Defago Xavier
    • Organizer
      第8回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] Resilient Consensus with Fully Distributed Fault Detection2021

    • Author(s)
      Yuan Liwei, 石井 秀明
    • Organizer
      第8回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] 3値入力を用いた自己/イベントトリガー型レジリエント合意プロトコル2021

    • Author(s)
      松目紘輝, Yuan Wang, 石井秀明
    • Organizer
      第8回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] 蔵本振動子のクラスター同期条件2021

    • Author(s)
      加藤留偉, 石井秀明
    • Organizer
      第8回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] ネットワークを介したシステム制御:通信と制御の新たな連携へ, RCC 10周年企画「高信頼制御通信の未来」2021

    • Author(s)
      石井秀明
    • Organizer
      電子情報通信学会 総合大会
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Education Panel2021

    • Author(s)
      石井 秀明
    • Organizer
      IEEE CSS Workshop on Control for Societal-Scale Challenges
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Dynamic resilient network games with applications to multi-agent consensus2021

    • Author(s)
      石井 秀明
    • Organizer
      Minisymposium on Control of Networked Systems, SIAM Conference on Control and Its Applications (CT21)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] パネルディスカッション「つなぐSICE:グローバルの視点」2021

    • Author(s)
      石井秀明
    • Organizer
      SICE 創立60周年記念式典
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Power systems decomposition for robustifying state estimation under cyber attacks2021

    • Author(s)
      N. Ahmadi, Y. Chakhchoukh, and H. Ishii
    • Organizer
      SICE Annual Conference
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 冗長な入力を有するサンプル値制御系に対する量子化零ステルス攻撃2021

    • Author(s)
      木村 康佑, 石井 秀明
    • Organizer
      第64回 自動制御連合講演会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Resilient Consensus with Multi-hop Communication2021

    • Author(s)
      Yuan Liwei, 石井 秀明
    • Organizer
      第64回 自動制御連合講演会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 非最小位相なサンプル値制御系に対する量子化零ダイナミクス攻撃2021

    • Author(s)
      木村康佑, 石井秀明
    • Organizer
      第9回計測自動制御学会 制御部門マルチシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] マルチホップ通信による非同期ビザンチンコンセンサス2021

    • Author(s)
      Liwei Yuan, 石井秀明
    • Organizer
      第9回計測自動制御学会 制御部門マルチシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] 移動型異常モデルに対する3値制御による自己トリガー型レジリエント合意2021

    • Author(s)
      松目紘輝, Yuan Wang, 石井秀明
    • Organizer
      第9回計測自動制御学会 制御部門マルチシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] 通信遅延下でのパルス結合振動子のレジリエント近似同期2021

    • Author(s)
      加藤征広, 石井秀明, Liwei Yuan
    • Organizer
      第9回計測自動制御学会 制御部門マルチシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] Consensus in Discrete-Time Multi-Agent Systems with Directed Topologies2021

    • Author(s)
      MISHRA Rajiv Kumar, 石井 秀明
    • Organizer
      第9回計測自動制御学会 制御部門マルチシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] Resilience in Multi-Agent Consensus under Attacks2021

    • Author(s)
      Hideaki Ishii
    • Organizer
      Seminar at KTH Royal Institute of Technology, Sweden
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Resilient control and estimation of power grids under cyber attacks2021

    • Author(s)
      Hideaki Ishii
    • Organizer
      I2CNER-IMI Joint Workshop on Artificial Intelligence for Operation and Management of Energy Systems
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Resilience and Privacy Issues in Distributed Algorithms2020

    • Author(s)
      Hideaki Ishii
    • Organizer
      Workshop on Data-based Methods for Interconnected Systems: Theory and Algorithm,21st World Congress of the International Federation of Automatic Control (IFAC)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Stochastic Approaches Towards Distributed Algorithms2020

    • Author(s)
      Hideaki Ishii
    • Organizer
      52nd ISCIE International Symposium on Stochastic Systems Theory and Its Applications (SSS'20)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Randomized Transmission Protocols for Secure Multi-Agent Consensus Under Jamming Attack2020

    • Author(s)
      Cetinkaya Ahmet, Hideaki Ishii
    • Organizer
      Workshop on Learning and Security for Multi-Agent Systems, 59th IEEE Conference on Decision and Control
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Resilient Consensus with Distributed Detection via Two-hop Communication2020

    • Author(s)
      Liwei Yuan, Hideaki Ishii
    • Organizer
      SICE International Symposium on Control Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Dynamic Quantized Consensus of General Linear Multi-agent Systems under Denial-of-Service Attacks2020

    • Author(s)
      Shuai Feng, Hideaki Ishii
    • Organizer
      SICE International Symposium on Control Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Resilient Consensus against Mobile Malicious Agents2020

    • Author(s)
      Yuan Wang, Hideaki Ishii, Francois Bonnet, Xavier Defago
    • Organizer
      SICE International Symposium on Control Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Two-Player Resilient Graph Games for State-Dependent Jamming Attacks Analysis on Multi-Agent Systems2020

    • Author(s)
      Yurid Nugraha, Ahmet Cetinkaya, Tomohisa Hayakawa, Hideaki Ishii, Quanyan Zhu
    • Organizer
      SICE International Symposium on Control Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 情報理論的アプローチによる制御システムの性能限界解析2020

    • Author(s)
      石井秀明
    • Organizer
      IT/SIP/RCS 研究会,電子情報通信学会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Effects of Jamming Attacks on Networked Control Systems: A Stochastic Approach2019

    • Author(s)
      Ahmet Cetinkaya, Hideaki Ishii
    • Organizer
      Workshop on Learning, Games and Control for Security of Cyber-physical Systems, 58th IEEE Conference on Decision and Control
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ロバストネットワークにおけるパルス通信を用いたレジリエント同期2019

    • Author(s)
      伊織佑悟,石井秀明
    • Organizer
      第62回自動制御連合講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] ジャミング攻撃に対する非線形システムの量子化制御2019

    • Author(s)
      加藤瑠偉,Ahmet Cetinkaya,石井秀明
    • Organizer
      第62回自動制御連合講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] サイバー攻撃下におけるエージェント系の被覆問題2019

    • Author(s)
      中原華奈,石井秀明
    • Organizer
      第62回自動制御連合講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 配電系統の電圧制御システムにおける分散型異常検知2019

    • Author(s)
      関原武志,石井秀明
    • Organizer
      第62回自動制御連合講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Distributed Anomaly Detection for Voltage Control in Distribution Systems2019

    • Author(s)
      Takeshi Sekihara, Hideaki Ishii
    • Organizer
      19th International Conference on Control, Automation and Systems (ICCAS)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Resilient Synchronization with Pulse-Based Communications under Robust Networks2019

    • Author(s)
      Yugo Iori, Hideaki Ishii
    • Organizer
      19th International Conference on Control, Automation and Systems (ICCAS)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Cooperative Charging Management of In-vehicle Batteries for V2H and Community2019

    • Author(s)
      Tatsuya Suzuki, Hideaki Ishii
    • Organizer
      JST-NSF-RCN Workshop on Energy Management Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Fault Tolerant Clock Synchronization in Wireless Sensor Networks2019

    • Author(s)
      Hideaki Ishii
    • Organizer
      3rd Japanese-French Laboratory for Informatics (JFLI) Workshop
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] IEC 61850を適用した保護制御システムのサイバー攻撃検知システムの開発と検証2019

    • Author(s)
      山田凌馬,上田紀行,瀬戸好弘,石井秀明
    • Organizer
      電気学会 保護リレーシステム研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Resilient Consensus through Asynchronous Event-Based Communication2019

    • Author(s)
      Yuan Wang, Hideaki Ishii
    • Organizer
      SICE International Symposium on Control Systems (ISCS)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Data Rates for Stabilizing Control under Denial-Of-Service Attacks2019

    • Author(s)
      Shuai Feng, Ahmet Cetinkaya, Hideaki Ishii, Pietro Tesi, Claudio De Persis
    • Organizer
      SICE International Symposium on Control Systems (ISCS)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Two-Player Subgame Perfect Equilibrium Analysis for Jamming Attacks on Dynamic Graphs2019

    • Author(s)
      Yurid Nugraha, Ahmet Cetinkaya, Tomohisa Hayakawa, Hideaki Ishii, Quanyan Zhu
    • Organizer
      SICE International Symposium on Control Systems (ISCS)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] グラフ集約に基づくPageRank分散計算の高速化2019

    • Author(s)
      鈴木惇之,石井秀明
    • Organizer
      第6回計測自動制御学会 制御部門マルチシンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] マイクログリッドにおける発電量の分散最適化:イベント駆動型制御の導入と解析2019

    • Author(s)
      和田淳,Ahmet Cetinkaya,石井秀明
    • Organizer
      第6回計測自動制御学会 制御部門マルチシンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] Linearization-Based Networked Control of Nonlinear Systems Under Denial-of-Service Attacks2019

    • Author(s)
      Rui Kato, Ahmet Cetinkaya, Hideaki Ishii
    • Organizer
      SICE International Symposium on Control Systems (ISCS)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Securing Power Grids Through Outlier Detections and Removals2019

    • Author(s)
      Hideaki Ishii
    • Organizer
      JST-NSF-RCN Workshop on Distributed Energy Management and Data Sciences for Smart Grids
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Linearization-Based Networked Control of Nonlinear Systems Under Denial-of-Service Attacks2019

    • Author(s)
      Rui Kato, Ahmet Cetinkaya, and Hideaki Ishii
    • Organizer
      SICE International Symposium on Control Systems (ISCS), Kumamoto
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Resilient Consensus through Asynchronous Event-Based Communication2019

    • Author(s)
      Yuan Wang, Hideaki Ishii
    • Organizer
      SICE International Symposium on Control Systems (ISCS), Kumamoto
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Data Rates for Stabilizing Control under Denial-Of-Service Attacks2019

    • Author(s)
      Shuai Feng, Ahmet Cetinkaya, Hideaki Ishii, Pietro Tesi, Claudio De Persis
    • Organizer
      SICE International Symposium on Control Systems (ISCS), Kumamoto
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Two-Player Subgame Perfect Equilibrium Analysis for Jamming Attacks on Dynamic Graphs2019

    • Author(s)
      Yurid Nugraha, Ahmet Cetinkaya, Tomohisa Hayakawa, Hideaki Ishii, Quanyan Zhu
    • Organizer
      SICE International Symposium on Control Systems (ISCS), Kumamoto
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] グラフ集約に基づくPageRank分散計算の高速化2019

    • Author(s)
      鈴木惇之,石井秀明
    • Organizer
      第6回計測自動制御学会 制御部門マルチシンポジウム,熊本
    • Related Report
      2018 Annual Research Report
  • [Presentation] マイクログリッドにおける発電量の分散最適化:イベント駆動型制御の導入と解析2019

    • Author(s)
      和田淳,Ahmet Cetinkaya,石井秀明
    • Organizer
      第6回計測自動制御学会 制御部門マルチシンポジウム,熊本
    • Related Report
      2018 Annual Research Report
  • [Presentation] Securing Power Grids Through Outlier Detections and Removals2019

    • Author(s)
      Hideaki Ishii
    • Organizer
      JST-NSF-RCN Workshop on Distributed Energy Management and Data Sciences for Smart Grids, Bombay, India
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Distributed Randomized Algorithms for PageRank Computation: Recent Advances2018

    • Author(s)
      Hideaki Ishii
    • Organizer
      18th International Conference on Control, Automation and Systems, PyeongChang, Korea
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] マルチエージェント合意問題におけるセキュリティ対策2018

    • Author(s)
      石井秀明
    • Organizer
      群体数理技術検討会,トヨタ自動車未来創生センター,名古屋
    • Related Report
      2018 Annual Research Report
  • [Presentation] Securing Power Grids Through Outlier Detections and Removals2018

    • Author(s)
      Hideaki Ishii
    • Organizer
      Workshop on Secure and Resilient Control Systems, 57th IEEE Conference on Decision and Control, Miami, FL, USA
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Book] Security and Resilience of Control Systems: Theory and Applications, Lecture Notes in Control and Information Sciences, vol. 4892022

    • Author(s)
      H. Ishii and Q. Zhu (editors)
    • Total Pages
      228
    • Publisher
      Springer
    • ISBN
      9783030832360
    • Related Report
      2021 Annual Research Report
  • [Remarks] Hideaki Ishii's Homepage

    • URL

      http://www.sc.dis.titech.ac.jp/ishii/

    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
  • [Remarks] 東京工業大学 石井秀明ホームページ

    • URL

      http://www.sc.dis.titech.ac.jp/ishii/index_j.html

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
  • [Remarks] Google Scholar: Hideaki Ishii

    • URL

      https://scholar.google.com/citations?hl=en&user=q2n6QFAAAAAJ

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report

URL: 

Published: 2018-04-23   Modified: 2023-01-30  

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