nemo_microservices.types.beta.safe_synthesizer.evaluation_parameters#
Module Contents#
Classes#
API#
- class nemo_microservices.types.beta.safe_synthesizer.evaluation_parameters.EvaluationParameters(/, **data: typing.Any)#
Bases:
nemo_microservices._models.BaseModel- aia_enabled: Optional[bool]#
None
Enable attribute inference attack evaluation.
- enabled: Optional[bool]#
None
Enable evaluation.
- mandatory_columns: Optional[int]#
None
- mia_enabled: Optional[bool]#
None
Enable membership inference attack evaluation.
- pii_replay_columns: Optional[List[str]]#
None
List of columns for PII Replay. If not provided, only entities will be used.
- pii_replay_enabled: Optional[bool]#
None
Enable PII Replay detection.
- pii_replay_entities: Optional[List[str]]#
None
List of entities for PII Replay.
If not provided, default entities will be used.
- quasi_identifier_count: Optional[int]#
None
Number of quasi-identifiers to sample.
- sqs_report_columns: Optional[int]#
None
- sqs_report_rows: Optional[int]#
None