README.md

---
title: Privacy Classifier
emoji: 🔒
colorFrom: red
colorTo: green
sdk: gradio
sdk_version: 4.44.0
python_version: "3.11"
app_file: app.py
pinned: false
license: apache-2.0
---

# Privacy Classifier Demo

Classify prompts to determine if they contain sensitive information that should stay local or if they're safe to send to cloud LLM services.

## Classifications

- **🔴 KEEP_LOCAL**: Contains PII, sensitive data, or private information
- **🟢 ALLOW_CLOUD**: Safe to process with cloud-based AI services

## Model

This demo uses [jonmabe/privacy-classifier-electra](https://huggingface.co/jonmabe/privacy-classifier-electra), an ELECTRA-based classifier fine-tuned to detect sensitive information in prompts.

## Use Cases

- Privacy-aware prompt routing
- Data loss prevention for LLM applications
- Compliance with data protection regulations

## Examples

| Prompt | Classification |
|--------|---------------|
| "What is the capital of France?" | ALLOW_CLOUD |
| "My SSN is 123-45-6789" | KEEP_LOCAL |
| "Write me a poem about the ocean" | ALLOW_CLOUD |
| "My password is hunter2" | KEEP_LOCAL |