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Author:Bernardo Magri

Publications
Certified Private Inference on Neural Networks via Lipschitz-Guided Abstraction Refinement
Edoardo Manino, Bernardo Magri, Mustafa Mustafa and Lucas Cordeiro
In:Proceedings of the 6th Workshop on Formal Methods for ML-Enabled Autonomous Systems

Keyphrases

abstract interpretation, Deep Neural Networks, homomorphic encryption, Lipschitz constant, polynomial approximation, privacy-preserving machine learning.

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