| --- |
| 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/`). |
| title: Private FHE Fraud Detection |
| emoji: 💳 |
| colorFrom: yellow |
| colorTo: red |
|
|
| sdk: gradio |
| sdk_version: 5.8.0 |
| app_file: app.py |
| pinned: false |
