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Immunity-Based Complex Systems and Its Applications to Diagnosis and Repair by Sensor Agents

Research Project

Project/Area Number 16300067
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionToyohashi University of Technology

Principal Investigator

ISHIDA Yoshiteru  Toyohashi University of Technology, Department of Knowledge-Based Information Engineering, Professor, 工学部, 教授 (80159748)

Co-Investigator(Kenkyū-buntansha) WATANABE Yuji  Nagoya City University, Graduate School of Natural Sciences, Lecturer, 大学院システム自然科学研究科, 講師 (60314100)
Project Period (FY) 2004 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥7,000,000 (Direct Cost: ¥7,000,000)
Fiscal Year 2006: ¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 2005: ¥2,100,000 (Direct Cost: ¥2,100,000)
Fiscal Year 2004: ¥3,000,000 (Direct Cost: ¥3,000,000)
KeywordsImmune Systems / Complex Systems / Sensor Agents / Self-Information Acquisition / Repair / Probabilistic Cellular Automata / Spatial Prisoner's Dilemma / Immunity-Based Systems
Research Abstract

This project built a sensor agent system mimicking the immune system. With the system, the following three results have been obtained.
1.The'self-information'acquisition: Sensor agents mounting specific recognition capability of the target units are introduced. Sensor agents monitor not only the target state but also the other agents that monitor other states, which have a certain relation with the original target state. The relation (or constraint) when the target system is normal is considered as the `self-information'; and the relation when the system is abnormal as the nonself-information. By applying the technique to a certain domain of diagnosis, we have shown that the real-time diagnosis can be done using only the 'self-information'that has been acquired off-line beforehand. However, it has been also revealed that the 'self-information'undergoes change depending on the environment. The role and the impact of the diversity of agents have been also studied by a multi-agent simulati … More on. Further, it has been shown that the sensor agents can have a collective recognition capability, which includes a computational capability that can solve some combinatorial problems.
2.The self-repairing system: The network cleaning problem is formalized with a model of agents mounting not only recognition capability but repairing by overwriting the state of the target node with the self content. The model has been shown to include a certain class of the probabilistic cellular automaton in a percolation theory. Critical phenomenon has been also observed with the parameter of success rate in overwriting. The impact of recognition capability has also been studied with a regular lattice network. Repairing strategies are devised by spatial strategies in the Spatial Prisoner's Dilemma. The repairing can be controlled by spatial strategies when the network is inhomogeneous in a spatial as well as in a temporal sense.
3.Applications of the system: A system for designing, developing and implementing sensor networks involving sensor agents has been developed. The system allows deploying the sensor agents in networks when they can be simulated in the virtual network environment. With a framework of eliminating the nonself by dynamically identifying self and nonself, mathematical models such as a hidden Markov model has been naturally introduced in the network security applications such as intruder detection systems and masqueraders detection systems. Less

Report

(4 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (54 results)

All 2007 2006 2005 2004 2003

All Journal Article (50 results) Book (4 results)

  • [Journal Article] An Antibody-Based Computing : An Application to Stable Marriage Problems2007

    • Author(s)
      Y.Ishida
    • Journal Title

      Journal of Artificial Life and Robotics (印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Epidemic Models and a Self-Repairing Network with a Simple Lattice2007

    • Author(s)
      Y.Aoki, Y.Ishida
    • Journal Title

      Journal of Artificial Life and Robotics (印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Game Theoretic Analysis on Incentive for Cooperation in a Self-Repairing Network2007

    • Author(s)
      Y.Ishida
    • Journal Title

      Advances in Systems, Computing Sciences and Software Engineering (SCS2 06)(印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Game Theoretic Approach to Regulating Mutual Repairing in a Self-Repairing Network2007

    • Author(s)
      M.Oohashi, Y.Ishida
    • Journal Title

      Advances in Computer, Information, and Systems Sciences, and Engineering (TeNe 06)(印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] An Antibody-Based Computing : An Application to Stable Marriage Problems2007

    • Author(s)
      Y.Ishida
    • Journal Title

      Journal of Artificial Life and Robotics (to appear)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Epidemic Models and a Self-Repairing Network with a Simple Lattice2007

    • Author(s)
      Y.Aoki, Y.Ishida
    • Journal Title

      Journal of Artificial Life and Robotics (to appear)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Game Theoretic Analysis on Incentive for Cooperation in a Self-Repairing Network2007

    • Author(s)
      Y.Ishida
    • Journal Title

      Advances in Systems, Computing Sciences and Software Engineering (to appear)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Game Theoretic Approach to Regulating Mutual Repairing in a Self-Repairing Network2007

    • Author(s)
      M.Oohashi, Y.Ishida
    • Journal Title

      Advances in Computer, Information, and Systems Sciences, and Engineering (to appear)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Asymmetric Wars between Immune Agents and Virus Agents : Approaches of Generalists versus Specialists2006

    • Author(s)
      Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2006), Lecture Notes in Computer Science LNCS 4252

      Pages: 139-145

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Designing an Immunity-based Sensor Network for Sensor-based Diagnosis of Automobile Engines2006

    • Author(s)
      Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2006), Lecture Notes in Computer Science LNCS 4252

      Pages: 146-153

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Migration Strategies of Immunity-based Diagnostic Nodes in Wireless Sensor Network2006

    • Author(s)
      Y.Watanabe, Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2006), Lecture Notes in Computer Science LNCS 4252

      Pages: 131-138

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Towards an Immunity-Based Anomaly Detection System for Network Traffic2006

    • Author(s)
      T.Okamoto, Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2006), Lecture Notes in Computer Science LNCS 4252

      Pages: 123-130

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Asymmetric Wars between Immune Agents and Virus Agents : Approaches of Generalists versus Specialists2006

    • Author(s)
      Y.Ishida
    • Journal Title

      Lecture Notes in Computer Science (LNCS/LNAI 4252)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Designing an Immunity-based Sensor Network for Sensor-based Diagnosis of Automobile Engines2006

    • Author(s)
      Y.Ishida
    • Journal Title

      Lecture Notes in Computer Science (LNCS/LNAI 4252)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Migration Strategies of Immunity-based Diagnostic Nodes in Wireless Sensor Network2006

    • Author(s)
      Y.Watanabe, Y.Ishida
    • Journal Title

      Lecture Notes in Computer Science (LNCS/LNAI 4252)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Towards an Immunity-Based Anomaly Detection System for Network Traffic2006

    • Author(s)
      T.Okamoto, Y.Ishida
    • Journal Title

      Lecture Notes in Computer Science (LNCS/LNAI 4252)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Networks as Complex Systems : A Self-Repair and Regulation Model, (in Artificial Intelligence and Integrated Intelligent Information Systems)2006

    • Author(s)
      Y.Ishida (X.F.Zha Eds)
    • Journal Title

      Idea Group Publishing

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Asymmetric Wars between Immune Agents and Virus Agents : Approaches of Generalists versus Specialists2006

    • Author(s)
      Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2006), Lecture Notes in Computer Science. LNCS 4252

      Pages: 139-14

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Migration Strategies of Immunity-based Diagnostic Nodes in Wireless Sensor Network2006

    • Author(s)
      Y.Watanabe, Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2006), Lecture Notes in Computer Science. LNCS 4252

      Pages: 131-138

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Towards an Immunity-Based Anomaly Detection System for Network Traffic2006

    • Author(s)
      T.Okamoto, Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2006), Lecture Notes in Computer Science. LNCS 4252

      Pages: 123-130

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Recovering the Network through Mutual Recognition and Copying2006

    • Author(s)
      Y.Ishida, Y.Sugawara
    • Journal Title

      Proc.of Artificial Life and Robotics (AROB'06)(CD-ROM)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Dynamics of Spatial Strategies in Regulating Copying Strategies in a Self-Repair Network2006

    • Author(s)
      Y.Ishida, M.Oohashi
    • Journal Title

      Proc.of Artificial Life and Robotics (AROB'06)(CD-ROM)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Spatial Strategies on a Generalized Spatial Prisoner' s Dilemma2005

    • Author(s)
      Y.Ishida, T.Mori
    • Journal Title

      Journal of Artificial Life and Robotics Volume 9,Number 3

      Pages: 139-143

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Critical Phenomenon in a Self-Repair Network by Mutual Copying2005

    • Author(s)
      Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2005),Lecture Notes in Artificial Intelligence LNCS 3682

      Pages: 86-92

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Network Self-Repair by Spatial Strategies in Spatial Prisoner's Dilemma2005

    • Author(s)
      Y.Ishida, T.Mori
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2005), Lecture Notes in Artificial Intelligence LNCS 3682

      Pages: 79-85

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Mutual Repairing System Using Immunity-Based Diagnostic Mobile Agent2005

    • Author(s)
      Y.Watanabe, S.Sato, Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2005) Lecture Notes in Artificial Intelligence LNCS 3682

      Pages: 72-78

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Spatial Strategies on a Generalized Spatial Prisoner's Dilemma2005

    • Author(s)
      Y.Ishida, T.Mori
    • Journal Title

      Journal of Artificial Life and Robotics Volume9, Number3

      Pages: 139-143

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Critical Phenomenon in a Self-Repair Network by Mutual Copying2005

    • Author(s)
      Y.Ishida
    • Journal Title

      Lecture Notes in Computer Science(Springer-Verlag) (LNCS/LNAI 3682)

      Pages: 86-92

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Network Self-Repair by Spatial Strategies in Spatial Prisoner's Dilemma2005

    • Author(s)
      Y.Ishida, T.Mori
    • Journal Title

      Lecture Notes in Computer Science(Springer-Verlag) (LNCS/LNAI 3682)

      Pages: 79-85

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Mutual Repairing System Using Immunity-Based Diagnostic Mobile Agent2005

    • Author(s)
      Y.Watanabe, S.Sato, Y.Ishida
    • Journal Title

      Lecture Notes in Computer Science(Springer-Verlag) (LNCS/LNAI 3682)

      Pages: 72-78

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Spatial Strategies on a Generalized Spatial Prisoner's Dilemma2005

    • Author(s)
      Y.Ishida, T.Mori
    • Journal Title

      J.of Artificial Life and Robotics Volume 9, Number 3

      Pages: 139-143

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A Critical Phenomenon in a Self-Repair Network by Mutual Copying2005

    • Author(s)
      Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2005), Lecture Notes in Artificial Intelligence 3682

      Pages: 86-92

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A Network Self-Repair by Spatial Strategies in Spatial Prisoner's Dilemma2005

    • Author(s)
      Y.Ishida, T.Mori
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2005), Lecture Notes in Artificial Intelligence 3682

      Pages: 79-85

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Mutual Repairing System Using Immunity-Based Diagnostic Mobile Agent2005

    • Author(s)
      Y.Watanabe, S.Sato, Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems (KES'2005) Lecture Notes in Artificial Intelligence 3682

      Pages: 72-78

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Spatial Strategies on a Generalized Spatial Prisoner's Dilemma2005

    • Author(s)
      Yoshiteru Ishida
    • Journal Title

      Artificial Life and Robotics (発表予定)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Mutual tests using immunity-based diagnostic mobile agents in distributed intrusion detection systems2004

    • Author(s)
      Y.Watanabe, Y.Ishida
    • Journal Title

      Journal of Artificial Life and Robotics 8・2

      Pages: 163-167

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 分散型侵入検知システムにおける免疫型診断モデルを用いた自己監視2004

    • Author(s)
      渡邊裕司, 石田好輝
    • Journal Title

      計測自動制御学会論文集 40・7

      Pages: 729-738

    • NAID

      10013329012

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] An Approach for Self-repair in Distributed System Using Immunity-based Diagnostic Mobile Agents2004

    • Author(s)
      Y.Watanabe, Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems LNAI 3214

      Pages: 534-540

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Mechanism for Generating Immunity-Based Agents that Detect Masqueraders2004

    • Author(s)
      T.Okamoto, T.Watanabe, Y.Ishida
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems LNAI 3214

      Pages: 504-510

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Mechanism for Generating Immunity-Based Agents that Detect Masqueraders2004

    • Author(s)
      T.Okamoto, T.Watanabe, Y.Ishida
    • Journal Title

      Lecture Notes in Computer Science(Springer-Verlag) (LNCS/LNAI 3214)

      Pages: 534-540

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] An Approach for Self-repair in Distributed System Using Immunity-based Diagnostic Mobile Agents2004

    • Author(s)
      Y.Watanabe, S.Sato, Y.Ishida
    • Journal Title

      Lecture Notes in Computer Science(Springer-Verlag) (LNCS/LNAI 3214)

      Pages: 504-510

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Immunity Based Systems : A Design Perspective2004

    • Author(s)
      Y.Ishida
    • Journal Title

      Springer (Berlin & Heidelberg)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Mutual Tests Using Immunity-based Diagnostic Mobile Agents in Distributed Intrusion Detection Systems2004

    • Author(s)
      Y.Watanabe, Y.Ishida
    • Journal Title

      Journal of Artificial Life and Robotics Vol.8

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Stochastic Model of Initial HIV Infection on Lattice Spaces2004

    • Author(s)
      H.Ueda, Y.Ishida
    • Journal Title

      Journal of Artificial Life and Robotics Vol.7, No.4

      Pages: 185-188

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Mutual tests using immunity-based diagnostic mobile agents in distributed intrusion detection systems2004

    • Author(s)
      Yuji Watanabe
    • Journal Title

      Artificial Life and Robotics 8・2

      Pages: 163-167

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 分散型侵入検知システムにおける免疫型診断モデルを用いた自己監視2004

    • Author(s)
      渡邊裕司
    • Journal Title

      計測自動制御学会論文集 40・7

      Pages: 729-738

    • NAID

      10013329012

    • Related Report
      2004 Annual Research Report
  • [Journal Article] An Approach for Self-repair in Distributed System Using Immunity-based Diagnostic Mobile Agents2004

    • Author(s)
      Yuji Watanabe
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems, LNAI 3214

      Pages: 534-540

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Mechanism for Generating Immunity-Based Agents that Detect Masqueraders2004

    • Author(s)
      Takeshi Okamoto
    • Journal Title

      Knowledge-Based Intelligent Information and Engineering Systems, LNAI 3214

      Pages: 504-510

    • Related Report
      2004 Annual Research Report
  • [Journal Article] A Stochastic Model of Initial HIV Infection on Lattice Spaces2003

    • Author(s)
      H.Ueda, Y.Ishida
    • Journal Title

      Journal of Artificial Life and Robotics 7・4

      Pages: 185-188

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Stochastic Model of Initial HIV Infection on Lattice Spaces2003

    • Author(s)
      Hiroshi Ueda
    • Journal Title

      Artificial Life and Robotics 7・4

      Pages: 185-188

    • Related Report
      2004 Annual Research Report
  • [Book] Networks as Complex Systems : A Self-Repair and Regulation Model, (in Artificial Intelligence and Integrated Intelligent Information Systems)2006

    • Author(s)
      Y.Ishida, (X.F.Zha Ed.)
    • Total Pages
      15
    • Publisher
      Idea Group Publishing
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] Networks as Complex Systems : A Self-Repair and Regulation Model, in Artificial Intelligence and Integrated Intelligent Information Systems2006

    • Author(s)
      X.K.F.Zha (ed), Y.Ishida
    • Total Pages
      15
    • Publisher
      Idea Group Publishing, Hershey (USA)
    • Related Report
      2006 Annual Research Report
  • [Book] Immunity-Based Systems A Design Perspective2004

    • Author(s)
      Yoshiteru Ishida
    • Total Pages
      177
    • Publisher
      Springer
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] Immunity-Based Systems A Design Perspective2004

    • Author(s)
      Yoshiteru Ishida
    • Total Pages
      177
    • Publisher
      Springer-Verlag
    • Related Report
      2004 Annual Research Report

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Published: 2004-04-01   Modified: 2017-11-01  

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