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shadow model

Definitions:

  A model that imitates the behavior of the target model. The training datasets and the truth about membership in these datasets are known for these models. Typically, the attack model is trained on the labeled inputs and outputs of the shadow model.
Sources:
NIST AI 100-2e2025