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:
Jan. 27, 2026

Filed:

Jul. 31, 2023
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Aarif Zafar, Howrah, IN;

Renju Chirakarotu Nair, Bangalore, IN;

Nikhil Sahni, Bangalore, IN;

Sagar Mahesh Maliye, Mumbai, IN;

Aditya Jhawar, Howrah, IN;

Rajesh Kumar Panda, Ganjam, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/06 (2006.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06F 3/062 (2013.01); G06F 3/0655 (2013.01); G06F 3/0673 (2013.01); G06N 5/04 (2013.01);
Abstract

A method for performing an inference includes: detecting a context among at least one context associated with at least one application; triggering a model execution command to a smart agent of an electronic device, based on the detected context; loading a machine learning (ML) model into a secure storage of the electronic device, based on the detected context and the triggered model execution command; generating, using the loaded ML model, an inference, based on data associated with the detected context; and sharing the generated inference with each application of the at least one application that is registered for the detected context.


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Zafar, Aarif. (2026). Method and electronic device for secure on-device storage for machine learning models (U.S. Patent No. 12535955). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12535955

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