Browsing by Subject "Private Information Retrieval"

Now showing items 1-4 of 4

    • Algorithmic and Coding-theoretic Methods for Group Testing and Private Information Retrieval 
      Karimi, Esmaeil (2022-04-06)
      In the first part of this dissertation, we consider the Group Testing (GT) problem and its two variants, the Quantitative GT (QGT) problem and the Coin Weighing (CW) problem. An instance of the GT problem includes a ground ...
    • Private Computation for Machine Learning Applications 
      Esmati, Seyedeh Nahid (2021-04-06)
      In many practical settings, a user needs to perform computations---for example, using machine learning or cloud/edge computing algorithms---on the data stored in a storage system that consists of one or multiple remote ...
    • Private Information Retrieval with Side Information 
      Garcia, Brenden Mark (2018-05-08)
      The objective of the classical Private Information Retrieval (PIR) problem is to enable a user to download a message from a database that is replicated across a collection of non-colluding servers without revealing the ...
    • Providing Private and Fast Data Access for Cloud Systems 
      Kazemikordasiabi, Fatemeh (2022-04-18)
      Cloud storage and computing systems have become the backbone of many applications such as streaming (Netflix, YouTube), storage (Dropbox, Google Drive), and computing (Amazon Elastic Computing, Microsoft Azure). To address ...