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Filtering by: Committee Member Fern, Xiaoli Remove constraint Committee Member: Fern, Xiaoli Creator de Silva, Shashini A. Remove constraint Creator: de Silva, Shashini A.

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  • Secure Data Analytics under Data Integrity Attacks

    Creator:
    De Silva, Shashini A.
    Abstract:
    There has been tremendous growth in using data analytic and machine learning algorithms to make critical decisions, such as in the national power grid, healthcare operations, and autonomous vehicles. Employing data analytic for decision-making allows cyber attackers to manipulate the decisions of these algorithms through data falsification. Hence, the trustworthiness...
    Resource Type:
    Dissertation
    Full Text:
    support throughout my Ph.D. journey. I also make it an opportunity to thank my minor advisor Prof. Xiaoli

  • Coupled Compressive Sensing : Sequential Reinforcement Approach

    Creator:
    De Silva, Shashini A.
    Abstract:
    We consider multiple Compressive Sensing (CS) problems wherein the supports of signal vectors of CS problems are restricted to satisfy a collection of joint logical constraints, which we refer to as coupling constraints. We consider a case where the coupling constraints are encoded in a graph and present a sequential...
    Resource Type:
    Masters Thesis
    Full Text:
    Raich, Prof. Eduardo Cotilla-Sanchez, Prof. Xiaoli Fern and Prof. Len Coop for generously offering