Model extraction

Reconstruct a surrogate copy of a black-box model from its query responses.

Reconstruct a surrogate copy of the target model from its query responses. Import from dreadnode.airt. See Traditional ML Red Teaming for the workflow.

Factory	Technique
`knockoff_extraction`	Soft-label transfer-set extraction (Knockoff Nets)
`copycat_extraction`	Hard-label distillation (CopycatCNN)
`activethief_extraction`	Active-learning query selection
`distillation_extraction`	Distillation-based extraction
`jacobian_extraction`	Jacobian dataset augmentation (Papernot)
`equation_solving_extraction`	Linear-model weight recovery (Tramer)