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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Autori principali: Bertolace, A, Gatsis, K, Margellos, K
Natura: Conference item
Lingua:English
Pubblicazione: IEEE 2024