metadata

title: Health Prediction On Encrypted Data Using Fully Homomorphic Encryption
emoji: 🩺😷
colorFrom: gray
colorTo: blue
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: true
tags:
  - FHE
  - PPML
  - privacy
  - privacy preserving machine learning
  - image processing
  - homomorphic encryption
  - security
python_version: 3.10.6

Healthcare prediction using FHE

Running the application on your machine

From this directory, i.e., health_prediction, you can proceed with the following steps.

Do once

First, create a virtual env and activate it:

python3 -m venv .venv
source .venv/bin/activate

Then, install required packages:

pip3 install pip --upgrade
pip3 install -U pip wheel setuptools --ignore-installed
pip3 install -r requirements.txt --ignore-installed

Run the following steps each time you relaunch the application

In a terminal, run:

source .venv/bin/activate
python3 app.py

Interacting with the application

Open the given URL link (search for a line like Running on local URL: http://127.0.0.1:8888/).