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:
Mar. 17, 2026

Filed:

Jan. 19, 2024
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Thomas Henry Alphin, III, Kirkland, WA (US);

Christophe Alain Berthoud, Seattle, WA (US);

Agueda Sanchez, Seattle, WA (US);

Vaheeshta Shereen Mehrshahi, Redmond, WA (US);

Charlie Lertlumprasert, Redmond, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/62 (2013.01); G06F 21/60 (2013.01);
U.S. Cl.
CPC ...
G06F 21/6245 (2013.01); G06F 21/604 (2013.01);
Abstract

The technology described herein provides a system and method for securely managing information provided to a machine-learning system. In particular, the machine-learning system may determine that additional user data will improve the accuracy of a task being performed for a user. Security is improved by only requesting access to additional user data after determining that already available data may produce a task response that does not meet quality criteria. Further, the technology determines and requests a limited amount of user data and/or access needed to complete a task successfully. Several methods of determining whether additional user information will improve the task response are contemplated.


Find Patent Forward Citations

Alphin, III, Thomas. (2026). Data security for machine learning systems (U.S. Patent No. 12579305). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12579305

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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