Shafi Goldwasser

Proofs of Ownership for Machine Learning Models

Ran Canetti, Shafi Goldwasser, Or Zamir

With the increasing adoption of Machine Learning, protecting model ownership has become an essential challenge. We initiate a formal study of Proof of Ownership for machine learning models: under what conditions can one prove that a stolen model originated from a particular creat…Read more