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...
Príomhchruthaitheoirí: | Bertolace, A, Gatsis, K, Margellos, K |
---|---|
Formáid: | Conference item |
Teanga: | English |
Foilsithe / Cruthaithe: |
IEEE
2024
|
Míreanna comhchosúla
Míreanna comhchosúla
-
Cloud-based quadratic optimization with partially homomorphic encryption
de réir: Alexandru, AB, et al.
Foilsithe / Cruthaithe: (2020) -
Privacy-aware quadratic optimization using partially homomorphic encryption
de réir: Shoukry, Y, et al.
Foilsithe / Cruthaithe: (2016) -
Robust optimization for adversarial learning with finite sample complexity guarantees
de réir: Bertolace, A, et al.
Foilsithe / Cruthaithe: (2024) -
Implementing the Grover algorithm in homomorphic encryption schemes
de réir: Pablo Fernández, et al.
Foilsithe / Cruthaithe: (2024-11-01) -
Homomorphic Encryption on GPU
de réir: Ali Sah Ozcan, et al.
Foilsithe / Cruthaithe: (2023-01-01)