10 citations · 17 across the 4 of their papers we have counts for
4 papers
Highly Scalable Beaver Triple Generator from Additive-only Homomorphic Encryption
Huafei Zhu
In a convolution neural network, a composition of linear scalar product, non-linear activation function and maximum pooling computations are intensively invoked. As such, to design…
A Lightweight, Anonymous and Confidential Genomic Computing for Industrial Scale Deployment
Huafei Zhu
This paper studies anonymous and confidential genomic case and control computing within the federated framework leveraging SPDZ. Our contribution mainly comprises the following thr…
On the relationship between (secure) multi-party computation and (secure) federated learning
Huafei Zhu
The contribution of this short note, contains the following two parts: in the first part, we are able to show that the federate learning (FL) procedure presented by Kairouz et al.…
Privacy-preserving Weighted Federated Learning within Oracle-Aided MPC Framework
Huafei Zhu, Zengxiang Li, Mervyn Cheah +1
This paper studies privacy-preserving weighted federated learning within the oracle-aided multi-party computation (MPC) framework. The contribution of this paper mainly comprises t…