• Login
    View Item 
    •   SMARTech Home
    • Undergraduate Research Opportunities Program (UROP)
    • Undergraduate Research Option Theses
    • View Item
    •   SMARTech Home
    • Undergraduate Research Opportunities Program (UROP)
    • Undergraduate Research Option Theses
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    CHORUS is Porous: Attacking Implementations of Differential Privacy

    Thumbnail
    View/Open
    SIVA-UNDERGRADUATERESEARCHOPTIONTHESIS-2020.pdf (1.884Mb)
    Author
    Siva, Amaresh Ankit
    Metadata
    Show full item record
    Abstract
    In this work I explore the vulnerability of CHORUS and FLEX, using a side- channel attack. CHORUS and FLEX are differentially private querying mecha- nisms jointly worked on by Uber and UC Berkeley. They aim to provide noisy results to an analyst’s queries. I propose and implement an algorithm to use the exploit, and analyze its efficacy. Finally, I implement the proposed defense and verify that it protects against this exploit.
    URI
    http://hdl.handle.net/1853/63870
    Collections
    • School of Computer Science Undergraduate Research Option Theses [197]
    • Undergraduate Research Option Theses [841]

    Browse

    All of SMARTechCommunities & CollectionsDatesAuthorsTitlesSubjectsTypesThis CollectionDatesAuthorsTitlesSubjectsTypes

    My SMARTech

    Login

    Statistics

    View Usage StatisticsView Google Analytics Statistics
    facebook instagram twitter youtube
    • My Account
    • Contact us
    • Directory
    • Campus Map
    • Support/Give
    • Library Accessibility
      • About SMARTech
      • SMARTech Terms of Use
    Georgia Tech Library266 4th Street NW, Atlanta, GA 30332
    404.894.4500
    • Emergency Information
    • Legal and Privacy Information
    • Human Trafficking Notice
    • Accessibility
    • Accountability
    • Accreditation
    • Employment
    © 2020 Georgia Institute of Technology