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---
title: PII Protection Tool
emoji: 🛡️
colorFrom: pink
colorTo: blue
sdk: gradio
sdk_version: 5.25.0
app_file: app.py
pinned: false
license: apache-2.0
---
# PII De-identification with Custom Models
This Hugging Face Space provides a tool for detecting and de-identifying personally identifiable information (PII) in text documents. The app uses a combination of regex patterns and NER models to identify sensitive information and offers three protection methods:
1. **Replace**: Replaces PII with entity type tags (e.g., `<NAME>`)
2. **Mask**: Masks PII with asterisks
3. **Synthesize**: Replaces PII with realistic synthetic data
## Features
- Detects general PII like names, emails, phone numbers, credit cards
- Specialized detection for Indian identifiers (PAN, Aadhar)
- Optional medical entity recognition
- Multiple de-identification methods
- Detailed findings report
## How to Use
1. Enter or paste text containing PII in the input box
2. Select a model type (general or medical)
3. Choose a de-identification approach
4. Click "Process Text" to analyze and protect the content
## Models
- **Main model**: Kashish-jain/pii-protection-model
- **Medical model**: Medical entity recognition (when selected)
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |