| dc.contributor.advisor | Vinod Vaikuntanathan. | en_US |
| dc.contributor.author | Erabelli, Saroja. | en_US |
| dc.contributor.other | Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science. | en_US |
| dc.date.accessioned | 2021-01-06T18:34:28Z | |
| dc.date.available | 2021-01-06T18:34:28Z | |
| dc.date.copyright | 2020 | en_US |
| dc.date.issued | 2020 | en_US |
| dc.identifier.uri | https://hdl.handle.net/1721.1/129204 | |
| dc.description | Thesis: M. Eng., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, September, 2020 | en_US |
| dc.description | Cataloged from student-submitted PDF of thesis. | en_US |
| dc.description | Includes bibliographical references (pages 49-50). | en_US |
| dc.description.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. | en_US |
| dc.description.statementofresponsibility | by Saroja Erabelli. | en_US |
| dc.format.extent | 50 pages | en_US |
| dc.language.iso | eng | en_US |
| dc.publisher | Massachusetts Institute of Technology | en_US |
| dc.rights | 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. | en_US |
| dc.rights.uri | http://dspace.mit.edu/handle/1721.1/7582 | en_US |
| dc.subject | Electrical Engineering and Computer Science. | en_US |
| dc.title | pyFHE - a Python library for fully homomorphic encryption | en_US |
| dc.title.alternative | Python library for fully homomorphic encryption | en_US |
| dc.type | Thesis | en_US |
| dc.description.degree | M. Eng. | en_US |
| dc.contributor.department | Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science | en_US |
| dc.identifier.oclc | 1227275316 | en_US |
| dc.description.collection | M.Eng. Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science | en_US |
| dspace.imported | 2021-01-06T18:34:28Z | en_US |
| mit.thesis.degree | Master | en_US |
| mit.thesis.department | EECS | en_US |
