Data-free generators

Some generators can be data-free. When a generator is data-free, it means that the output data is completely unrelated to the source data. There is no way to use the output data to uncover the source data. Data-free generators implicitly have differential privacy. A generator is not data-free if consistency is enabled.

Generators that are always data-free

The following generators are always data-free:

• Constant

• Null

• Random Boolean

• Random Hash

• Random Integer

• Random Timestamp

• Random UUID

Generators that are data-free when consistency is disabled

The following generators are data-free only when consistency is disabled:

• Address

• Business Name

• Company Name (deprecated)

• Custom Categorical

• Hostname

• Integer Key

• IP Address

• MAC Address

• Name

• Shipping Container

• SIN

• SSN