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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Bibliographic Details
Main Authors: Bertolace, A, Gatsis, K, Margellos, K
Format: Conference item
Language:English
Published: IEEE 2024