PiiDetection
Specifies a transform that identifies, removes or masks PII data.
Types
Properties
Additional parameters for configuring PII detection behavior and sensitivity settings.
The sensitivity level for PII detection. Higher sensitivity levels detect more potential PII but may result in more false positives.
Indicates the types of entities the PIIDetection transform will identify as PII data.
A regular expression pattern used to identify additional PII content beyond the standard detection algorithms.
The number of characters to exclude from redaction on the left side of detected PII content. This allows preserving context around the sensitive data.
The number of characters to exclude from redaction on the right side of detected PII content. This allows preserving context around the sensitive data.
Indicates the output column name that will contain any entity type detected in that row.
The character used to replace detected PII content when redaction is enabled. The default redaction character is *
.
Specifies whether to redact the detected PII text. When set to true
, PII content is replaced with redaction characters.
Indicates the fraction of the data to sample when scanning for PII entities.
Indicates the fraction of the data that must be met in order for a column to be identified as PII data.