hackagent.catalog.risks.model_evasion.types

Model Evasion sub-types.

ModelEvasionType Objects

class ModelEvasionType(Enum)

Sub-types for Model Evasion.

ADVERSARIAL_EXAMPLES

Crafted inputs that cause the model to misclassify or produce wrong outputs.

FEATURE_SPACE_MANIPULATION

Manipulating input features to evade detection or safety mechanisms.

MODEL_BOUNDARY_EXPLOITATION

Exploiting decision boundaries to find blind spots in model behaviour.