Game-theoretic distributed control with information-theoretic security guarantees

Yang Lu, Minghui Zhu

    Research output: Contribution to journalConference article

    2 Citations (Scopus)

    Abstract

    This paper investigates the synthesis of distributed algorithms to solve a class of convex games. We first propose a distributed algorithm which enables abstract decision-makers and dynamically coupled linear physical systems to asymptotically identify a Nash equilibrium. By using secure multiparty computation, we then propose a distributed information-theoretically secure algorithm such that the convergence property is maintained and simultaneously the exchanged data of a decision-maker is kept private from semi-honest decision-makers.

    Original languageEnglish (US)
    Pages (from-to)264-269
    Number of pages6
    JournalIFAC-PapersOnLine
    Volume28
    Issue number22
    DOIs
    StatePublished - Oct 1 2015
    Event5th IFAC Workshop on Distributed Estimation and Control in Networked Systems, NecSys 2015 - Philadelphia, United States
    Duration: Sep 10 2015Sep 11 2015

    Fingerprint

    Security of data
    Parallel algorithms

    All Science Journal Classification (ASJC) codes

    • Control and Systems Engineering

    Cite this

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    title = "Game-theoretic distributed control with information-theoretic security guarantees",
    abstract = "This paper investigates the synthesis of distributed algorithms to solve a class of convex games. We first propose a distributed algorithm which enables abstract decision-makers and dynamically coupled linear physical systems to asymptotically identify a Nash equilibrium. By using secure multiparty computation, we then propose a distributed information-theoretically secure algorithm such that the convergence property is maintained and simultaneously the exchanged data of a decision-maker is kept private from semi-honest decision-makers.",
    author = "Yang Lu and Minghui Zhu",
    year = "2015",
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    doi = "10.1016/ifacol.2015.10.341",
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    Game-theoretic distributed control with information-theoretic security guarantees. / Lu, Yang; Zhu, Minghui.

    In: IFAC-PapersOnLine, Vol. 28, No. 22, 01.10.2015, p. 264-269.

    Research output: Contribution to journalConference article

    TY - JOUR

    T1 - Game-theoretic distributed control with information-theoretic security guarantees

    AU - Lu, Yang

    AU - Zhu, Minghui

    PY - 2015/10/1

    Y1 - 2015/10/1

    N2 - This paper investigates the synthesis of distributed algorithms to solve a class of convex games. We first propose a distributed algorithm which enables abstract decision-makers and dynamically coupled linear physical systems to asymptotically identify a Nash equilibrium. By using secure multiparty computation, we then propose a distributed information-theoretically secure algorithm such that the convergence property is maintained and simultaneously the exchanged data of a decision-maker is kept private from semi-honest decision-makers.

    AB - This paper investigates the synthesis of distributed algorithms to solve a class of convex games. We first propose a distributed algorithm which enables abstract decision-makers and dynamically coupled linear physical systems to asymptotically identify a Nash equilibrium. By using secure multiparty computation, we then propose a distributed information-theoretically secure algorithm such that the convergence property is maintained and simultaneously the exchanged data of a decision-maker is kept private from semi-honest decision-makers.

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    U2 - 10.1016/ifacol.2015.10.341

    DO - 10.1016/ifacol.2015.10.341

    M3 - Conference article

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    EP - 269

    JO - IFAC-PapersOnLine

    JF - IFAC-PapersOnLine

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