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---
title: Encrypted Anonymization Using Fully Homomorphic Encryption
emoji: 🕵️♂️ 🔒
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
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/`).
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