Multi-Party Verifiable Privacy-Preserving Federated k-Means Clustering in Outsourced Environment
Algorithm 7
VRS .
Require: has the clustering results
(1)
:
In th cluster, have the set of samples . For ease of expression, we assume here that . In fact, may contains a lot of samples.(a)fordo: has computed the polynomial values of and hash values in SVVS protocol, where the polynomial values are fordo: sends to and receive form . computes .while is not on B do: Call resend .(b)fordo: computes . sends to C.
(2)
: Solves the set of using Lagrange’s interpolation to find sum of samples , where .