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pyFHE - a Python library for fully homomorphic encryption

Author(s)
Erabelli, Saroja.
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Alternative title
Python library for fully homomorphic encryption
Other Contributors
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science.
Advisor
Vinod Vaikuntanathan.
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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. http://dspace.mit.edu/handle/1721.1/7582
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Abstract
Fully homomorphic encryption (FHE) schemes often entail complex lattice operations and error associated with addition and multiplication, making them a challenge to implement. While a few lattice cryptography libraries exist in C++, there is no such library in Python, a language which allows simplicity and readability, making it ideal for prototyping. Many such libraries also do not include bootstrapping, the most complicated operation of FHE schemes. We present a new Python library pyFHE for fully homomorphic encryption schemes, which currently includes the Brakerski-Fan-Vercauteren (BFV) scheme, the Cheon-Kim-Kim-Song (CKKS) scheme, and bootstrapping for CKKS.
Description
Thesis: M. Eng., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, September, 2020
 
Cataloged from student-submitted PDF of thesis.
 
Includes bibliographical references (pages 49-50).
 
Date issued
2020
URI
https://hdl.handle.net/1721.1/129204
Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Publisher
Massachusetts Institute of Technology
Keywords
Electrical Engineering and Computer Science.

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