Text classification and redaction

Text classification

Given the following text input:

Please update my records with the following information:
Email address: foo@example.com
National Provider Identifier: 1245319599
Driver's license: AC333991

The output is a list of findings, organized into the following categories:

• InfoType
• Likelihood
• Offset (Where in the string the potential InfoType was found)

Example output is shown in the table below.

Automatic text redaction

Automatic redaction produces an output with sensitive data matches removed instead of giving you a list of findings.

Example automation redaction input:

Please update my records with the following information:
Email address: foo@example.com
National Provider Identifier: 1245319599
Driver's license: AC333991

Example output using a placeholder of "***":

Please update my records with the following information:
Email address: ***
National Provider Identifier: ***
Driver's license: ***

Resources

• For more information about using Sensitive Data Protection to redact text, see Redacting Sensitive Data From Text Content.
• For more information about using Sensitive Data Protection to de-identify sensitive data in text content—which includes "masking" sensitive data, replacing sensitive data with a "token" string, and encrypting and replacing sensitive data using a randomly generated or pre-determined key—see De-identifying sensitive data in text content.