---
title: Encrypted Anonymization Using Fully Homomorphic Encryption
emoji: 🕵️‍♂️ 🔒
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 3.40.0
app_file: app.py
pinned: true
tags:
  - FHE
  - PPML
  - privacy
  - privacy preserving machine learning
  - data anonymization
  - homomorphic encryption
  - security
python_version: 3.10.12
---

# Data Anonymization using FHE

## Run the application locally

### Install the dependencies

First, create a virtual env and activate it:

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

Then, install the required packages:

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

The above steps should only be done once.

## Run the app

In a terminal, run:

```bash
source .venv/bin/activate
python3 app.py
```

## Interact with the application

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