Homomorphically encrypted gradient descent algorithms for quadratic programming

In this paper, we evaluate the different fully homomorphic encryption schemes, propose an implementation, and numerically analyze the applicability of gradient descent algorithms to solve quadratic programming in a homomorphic encryption setup. The limit on the multiplication depth of homomorphic en...

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Détails bibliographiques
Auteurs principaux: Bertolace, A, Gatsis, K, Margellos, K
Format: Conference item
Langue:English
Publié: IEEE 2024