Practical homomorphic encryption implementations & applications
Name
1237358113-MIT.pdf
Size
373.23 KB
Format
Adobe PDF
Checksum (MD5)
ba2e4522312fbacb1d085ca4bd9127e0
Author(s)
De Castro, Leo(Leo Ramón Nathan)
Advisor(s)
Vinod Vaikuntanathan.
Alternative Title
Practical homomorphic encryption implementations and applications
Date Issued
2020
Publisher
Massachusetts Institute of Technology
Abstract
Homomorphic encryption is an exciting technology that enables computations to be performed over encrypted data. While initial constructions were impractical, recent works have enabled eciency necessary for many practical application. In this thesis, we present a new library for homomorphic encryption and two of applications built on this library. The first application is a fast oblivious linear evaluation protocol, a fundamental building block for secure computation. The second is a secure data aggregation platform used to study cyber risk.
Description
Thesis: M. Eng., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, February, 2020
Cataloged from student-submitted PDF of thesis.
Includes bibliographical references (pages 67-69).
Subjects
Electrical Engineering and Computer Science.
MIT Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Terms of Use
MIT theses may be protected by copyright. Please reuse MIT thesis content according to the MIT Libraries Permissions Policy, which is available through the URL provided.
Persistent DSpace Link
