Exploiting Unstructured Sparsity in Fully Homomorphic Encrypted DNNs

Aidan Ferguson, Perry Gibson, Lara D'Agata +5

The deployment of deep neural networks (DNNs) in privacy-sensitive environments is constrained by computational overheads in fully homomorphic encryption (FHE). This paper explores…