| --- |
| title: Team14 Verio “Privacy-Preserving Biometric Verification for Authentication” |
| emoji: 📸 🌄 |
| colorFrom: purple |
| colorTo: purple |
| 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: 3.10.13 |
| --- |
| |
| # Biometric image matching using FHE |
|
|
| ## Run the application on your machine |
|
|
| In this directory, ie `team14`, you can do the following steps. |
|
|
| ### Install dependencies |
|
|
| First, create a virtual env and activate it: |
|
|
| ```bash |
| python3 -m venv .venv |
| source .venv/bin/activate |
| ``` |
|
|
| Then, install required packages: |
|
|
| ```bash |
| 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 |
| python 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/`). |
|
|
|
|
| ## Generate new filters |
|
|
| It is also possible to manually add some new filters in `filters.py`. Yet, in order to be able to use |
| them interactively in the app, you first need to update the `AVAILABLE_FILTERS` list found in `common.py` |
| and then compile them by running : |
|
|
| ```bash |
| python3 generate_dev_filters.py |
| ``` |
|
|
| Check it finishes well (by printing "Done!"). |
|
|
|
|
