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cs.LG2026
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 learnin…
cs.LG2022★ 13 cited
Planting Undetectable Backdoors in Machine Learning Models
Shafi Goldwasser, Michael P. Kim, Vinod Vaikuntanathan +1
Given the computational cost and technical expertise required to train machine learning models, users may delegate the task of learning to a service provider. We show how a malicio…