公开(公告)号：US20240169094A1

公开(公告)日：2024-05-23

申请号：US17993634

申请日：2022-11-23

Applicant: Intel Corporation

Inventor： Jerome Anand ,  Anil Kumar Bangalore Rajashekar ,  Dinkar Dhawale ,  Sachin P. Kamat ,  Shidlingeshwar Khatakalle ,  Mitul Shah

IPC: G06F21/62

CPC classification number: G06F21/6254

Abstract: Protecting data privacy in a federated learning computing environment includes receiving a model trained by a federated server with public data using global model parameters, getting local shareable data from a local shareable database, training the model with the local shareable data using the global model parameters to generate local model parameters, and obscuring the local model parameters. Protecting data privacy includes sending the local model parameters to the federated server, modifying the model to classify private data, and training the model with the private data using the local model parameters and updating the local model parameters.