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Model inversion

Reconstruct representative inputs for a target class from a black-box model.

Reconstruct representative inputs for a target class from the model. Import from dreadnode.airt. See Traditional ML Red Teaming for the workflow.

FactoryTechnique
confidence_inversionMI-Face confidence-maximizing inversion (Fredrikson)
nes_inversionNES-based confidence-maximizing inversion