The Model Privacy framework formalizes threat models for model stealing, defines metrics for attack and defense quality, and derives utility-privacy tradeoffs with emphasis on perturbation structure.
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Model Privacy: A Unified Framework for Understanding Model Stealing Attacks and Defenses
The Model Privacy framework formalizes threat models for model stealing, defines metrics for attack and defense quality, and derives utility-privacy tradeoffs with emphasis on perturbation structure.