langtest.transform.security.BaseSecurity#

class BaseSecurity#

Bases: ABC

Abstract base class for implementing a model security.

This class defines the interface for implementing a model security.

None#

__init__()#

Methods

__init__()
async_run(sample_list, model, **kwargs)	Abstract method that implements the model security.
run(sample_list, model, **kwargs)	Abstract method that implements the model security.
transform()	Abstract method that transforms the sample data based on the implemented model security.

Attributes

alias_name
test_types

async classmethod async_run(sample_list: List[Sample], model: ModelAPI, **kwargs)#

Abstract method that implements the model security.

abstract async static run(sample_list: List[Sample], model: ModelAPI, **kwargs)#

Abstract method that implements the model security.

abstract static transform()#

Abstract method that transforms the sample data based on the implemented model security.