Theoretical Limits of Provable Security Against Model Extraction by Efficient Observational Defenses

Ari Karchmer. Theoretical Limits of Provable Security Against Model Extraction by Efficient Observational Defenses. In 2023 IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2023, Raleigh, NC, USA, February 8-10, 2023. pages 605-621, IEEE, 2023. [doi]

Abstract

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