textualization / riiaa21_ws11_ml_over_encrypted_data

Source code for RIIAA'21 workshop 11: Machine Learning over Encrypted Data

Source code for RIIAA'21 workshop 21: Machine Learning over Encrypted Data

This workshop consists of four notebooks working on two datasets.

RSA

Adapted from https://github.com/Ranlot/public-key-encryption

CKKS Encoding

Adapted from https://github.com/dhuynh95/homomorphic_encryption_intro

Palisade Python Demo

Adapted from https://gitlab.com/palisade/palisade-python-demo

Palisade CFDI recommender

Released under APL 2.0

Colab Only Code

The last two notebooks in this repository use the Palisade C++ library compiled from source for Ubuntu 18.04. It will only run on Google Colab. Follow Palisade installation instructions to build the library for your own system if you need to run the examples locally.