fraudtwin.GraphCampaign#

class fraudtwin.GraphCampaign(**data)[source][source]#

Bases: _EntityModel

Oracle descriptor for one deterministic scenario instance.

Parameters:

  • campaign_id (str)

  • scenario_type (Literal['MULE_NETWORK', 'CYCLIC_RING', 'BENEFICIARY_NETWORK', 'SHARED_DEVICE_INFRASTRUCTURE', 'SHARED_IP_INFRASTRUCTURE', 'FAN_IN', 'FAN_OUT', 'SHORT_MONEY_DWELL', 'DENSE_CAMPAIGN', 'MERCHANT_CUSTOMER_COMMUNITY', 'BIPARTITE_NETWORK', 'STACKED_NETWORK', 'SCATTER_GATHER', 'GATHER_SCATTER', 'RANDOM_ALERT_CONTROL'])

  • scenario_code (str)

  • truth_label (Literal['FRAUD', 'CONTROL'])

  • valid_from (datetime)

  • valid_to (datetime)

  • participant_ids (tuple[str, ...])

  • modifiers (tuple[str, ...])

model_config: ClassVar[ConfigDict] = {'extra': 'forbid', 'frozen': True}#

Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].