The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 11, 2026

Filed:

Nov. 23, 2022
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Jerome Anand, Bangalore, IN;

Anil Kumar Bangalore Rajashekar, Bengaluru, IN;

Dinkar Dhawale, Bengaluru, IN;

Sachin P. Kamat, Bangalore, IN;

Shidlingeshwar Khatakalle, Gadhinglaj, IN;

Mitul Shah, Bengaluru, IN;

Assignee:

INTEL CORPORATION, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/62 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/6254 (2013.01); G06N 20/00 (2019.01);
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.


Find Patent Forward Citations

Quick Actions:

Anand, Jerome. (2026). Mitigating private data leakage in a federated learning system (U.S. Patent No. 12705389). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12705389

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