no code implementations • 6 Aug 2020 • Huafei Zhu
In the second part, we are able to show that if the underlying FL instance privately computes the defined $m$-ary functionality in the simulation-based framework, then the simulation-based FL solution is also an instance of SMPC.
Cryptography and Security
no code implementations • 17 Mar 2020 • Huafei Zhu, Zengxiang Li, Mervyn Cheah, Rick Siow Mong Goh
In the second fold, an oracle-aided MPC solution for computing weighted federated learning is formalized by decoupling the security of federated learning systems from that of underlying multi-party computations.
Cryptography and Security
