| 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: | |
| <!--pytest-codeblocks:skip--> | |
| ```bash | |
| python3 -m venv .venv | |
| source .venv/bin/activate | |
| ``` | |
| Then, install required packages: | |
| <!--pytest-codeblocks:skip--> | |
| ```bash | |
| 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: | |
| <!--pytest-codeblocks:skip--> | |
| ```bash | |
| 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/`). | |