A PIR-based audit protocol forces deceptive model providers to flip many more predictions to hide unfairness, increasing detection probability.
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Manipulation-Proof Oblivious Audits against Deceptive Model Providers
A PIR-based audit protocol forces deceptive model providers to flip many more predictions to hide unfairness, increasing detection probability.