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Text Deidentification Model Packaged by IOanyT Innovations - Ubuntu 22.04

Updated: Dec 12, 2023


A Text De-identification Model is a sophisticated tool designed to protect privacy by systematically redacting sensitive information from textual data. Utilizing advanced natural language processing algorithms, this model can accurately identify and anonymize personally identifiable information (PII) such as names, addresses, social security numbers, and medical records, ensuring compliance with privacy laws like GDPR and HIPAA.

The de-identification process involves scanning text for potential PII and then either obscuring, removing, or replacing it with pseudonyms or placeholders. This process not only includes obvious data like names and phone numbers but also less apparent information that could be used to trace back to an individual, ensuring thorough anonymization.

This technology empowers organizations to leverage their data for analytics and machine learning purposes without risking privacy breaches. As more industries rely on data-driven decision-making, the ability to de-identify text data quickly and accurately becomes crucial, making Text De-identification Models an essential component of modern data management and privacy preservation strategies.

Here are some features of Text Deidentification Model:

1. Privacy Protection: The Text Deidentification Model ensures the protection of sensitive information by automatically detecting and redacting personal and confidential data from text documents, making it an essential tool for maintaining privacy and compliance with data protection regulations.

2. AI-Powered Accuracy: Utilizing advanced AI algorithms, the model provides high-precision identification of various data points that need to be anonymized, including names, addresses, phone numbers, and other identifiable information, ensuring reliable identification.

3. Seamless Integration: Designed to be integrated into existing data processing pipelines, the Text Deidentification Model operates efficiently within various systems, allowing organizations to safeguard data without disrupting their operational workflows.


Open the Public IP of the instance on port 8000. Wait for 5 minutes for web interface.

Step 2. Fill the fields:

Now Choose the first option Text Masking.

Now the page will open like this and click try it out.

Step 3. Fill the Values:

Paste the instance ID in the X-token value and your desired emotion in the data field to analyse. Now click on the execute button and you will get your result.

Upadate Token:

In case you want to change your old token (instance ID) with your desired token. You can do it by clicking on the update token option.

Click try it out.

After this hit the try it out button, and Paste the desired token in new_token and confirm token feild and Instance ID in X_token feild. Then click the execute button.

That's how you can update your X-Token value and use this service by IOanyT Innovations.


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