43 citations · 91 across the 13 of their papers we have counts for
3 papers · 1 filter
Bivariate Polynomial Codes for Secure Distributed Matrix Multiplication
Burak Hasircioglu, Jesus Gomez-Vilardebo, Deniz Gunduz
We consider the problem of secure distributed matrix multiplication (SDMM). Coded computation has been shown to be an effective solution in distributed matrix multiplication, both…
Speeding Up Private Distributed Matrix Multiplication via Bivariate Polynomial Codes
Burak Hasircioglu, Jesus Gomez-Vilardebo, Deniz Gunduz
We consider the problem of private distributed matrix multiplication under limited resources. Coded computation has been shown to be an effective solution in distributed matrix mul…
Dopamine: Differentially Private Federated Learning on Medical Data
Mohammad Malekzadeh, Burak Hasircioglu, Nitish Mital +3
While rich medical datasets are hosted in hospitals distributed across the world, concerns on patients' privacy is a barrier against using such data to train deep neural networks (…