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DetectorsDe-ID Score

De-ID Score

Schema-driven detector documentation.

DEID_SCOREplannedP010 params3 examples
Detector Metadata
Capability catalog entry from all_detectors.json.

Categories

PRIVACYCOMPLIANCE

Supported Asset Types

TXTTABLE

Recommended Model

presidio-analyzer + pycanon + scrubadub

Notes

Measures anonymization completeness and residual privacy risk after masking, with support for DACH identifiers.

Parameters
Configuration parameters for the De-ID Score detector. Shared from `DeidScoreDetectorConfig`.
ParameterTypeRequiredDescriptionDefaultConstraints
enabled_patternsarrayNoSpecific PII types to detect
enabled_patterns[]enumNoPII detector pattern types Allowed values: credit_card, ssn, email, phone_number, person, location, ip_address, iban_code, us_passport, us_driver_license, austrian_svnr, swiss_ahv, german_tax_id, eu_national_id, date_of_birth
severity_thresholdenum | nullNoMinimum severity to reportnull
confidence_thresholdnumberNoMinimum confidence to report (0-1)0.7min 0, max 1
max_findingsinteger | nullNoMaximum number of findings to returnnull
languagestringNoLanguage code for NER modelsen
min_k_anonymityintegerNoMinimum target k-anonymity threshold for risk evaluation5min 1
min_l_diversityintegerNoMinimum target l-diversity threshold for risk evaluation2min 1
quasi_identifiersarrayNoQuasi-identifiers used for re-identification risk calculations
quasi_identifiers[]enumNoPII detector pattern types Allowed values: credit_card, ssn, email, phone_number, person, location, ip_address, iban_code, us_passport, us_driver_license, austrian_svnr, swiss_ahv, german_tax_id, eu_national_id, date_of_birth