ExpProof : Operationalizing Explanations for Confidential Models with ZKPs

Chhavi Yadav, Evan Monroe Laufer, Dan Boneh +1

In principle, explanations are intended as a way to increase trust in machine learning models and are often obligated by regulations. However, many circumstances where these are de…