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Protection

class ProtectionType

Protection types used in data protection.

Attributes:

  • MASK - Mask the protected values with a placeholder.
  • IMPUTE - Impute protected values replacing them with plausible non-protected values.

class Protection

Protection mechanism for a column.

Arguments:

  • detectors - A sequence of Detector objects to detect the values that must be protected.
  • default - Whether to apply the default protection.
  • type - The type of protection to be applied, either a ProtectionType object or a string representing a ProtectionType.