CKKS에 대한 자세한 소개는 다음을 참고한다.https://blog.openmined.org/ckks-explained-part-1-simple-encoding-and-decoding/ CKKS explained: Part 1, Vanilla Encoding and DecodingFirst part of the series CKKS explained where we see how to implement a vanilla encoder and decoder.blog.openmined.org 1. Theory : CKKSCheon-Kim-Kim-Song (CKKS)는 leveled 동형 암호 스킴으로 real numbers에 대해 approximate arithmetics을 지원한다. 간단한 구조는 다음과..

MS의 TenSEAL 학습을 위해 번역한 글이다.https://github.com/OpenMined/TenSEAL GitHub - OpenMined/TenSEAL: A library for doing homomorphic encryption operations on tensorsA library for doing homomorphic encryption operations on tensors - OpenMined/TenSEALgithub.com 1. Setupimport torchimport tenseal as tsimport pandas as pdimport randomfrom time import time# those are optional and are not necessary for trainin..