A method and system for privacy-preserving ridge regression using masks is provided. The
method includes the steps of requesting a garbled circuit from a crypto service provider …

(57) ABSTRACT A method and system for privacy-preserving ridge regression using
partially homomorphic encryption and masks is pro vided. The method includes the steps of …

The present disclosure involves systems, software, and computer implemented methods for
a communication-efficient secret shuffle protocol for encrypted data based on homomorphic …

A computer-implemented method, non-transitory, computer-readable medium, and computer-
implemented system are provided for implementing privacy protection. In an implementation …

Abstract Systems and methods for a multiple value packing scheme for homomorphic
encryption are described, including at a server, generating a plurality of encrypted payloads …

In aspects of variable relinearization in homomorphic encryption, a computing device stores
homomorphic encrypted data as a dataset, and implements an encryption application that …

The Subject matter includes computer-implemented meth ods for performing homomorphic
encryption to generate a Summation, including, at a client, receiving a plurality of encrypted …

Abstract Systems and methods for an end-to-end secure operation using query vector Q_V
having size s. Exemplary methods include: extracting a set of term components {T} of the …

Securely re-encrypting homomorphically encrypted data by receiving fully homomorphically
encrypted (FHE) information from a client device, training a machine learning model using …

A hybrid approach to privacy-preserving ridge regression is presented that uses both
homomorphic encryp tion and Yao garbled circuits. Users in the system submit their data …