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README.md
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colorTo: purple
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned:
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tags:
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- FHE
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- PPML
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- privacy
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- privacy preserving machine learning
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- data anonymization
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- homomorphic encryption
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- security
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python_version: 3.10.12
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---
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# Data Anonymization using FHE
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## Run the application locally
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### Install the dependencies
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First, create a virtual env and activate it:
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```bash
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python3 -m venv .venv
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source .venv/bin/activate
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```
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Then, install the required packages:
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```python
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pip3 install pip --upgrade
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pip3 install -U pip wheel setuptools --ignore-installed
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pip3 install -r requirements.txt --ignore-installed
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```
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The above steps should only be done once.
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## Run the app
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In a terminal, run:
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```bash
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source .venv/bin/activate
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python3 app.py
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```
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## Interact with the application
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Open the given URL link (search for a line like `Running on local URL: http://127.0.0.1:8888/`).
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title: Private FHE Fraud Detection
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emoji: 💳
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colorFrom: yellow
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colorTo: red
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sdk: gradio
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sdk_version: 5.8.0
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app_file: app.py
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pinned: false
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