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. 31, 2023

Filed:

May. 11, 2020
Applicant:

Micron Technology, Inc., Boise, ID (US);

Inventors:

Claudia A. Delaney, Garden City, ID (US);

Elsie de la Garza Villarreal, Nampa, ID (US);

Madison E. Wale, Boise, ID (US);

Bhumika Chhabra, Boise, ID (US);

Assignee:

Micron Technology, Inc., Boise, ID (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/88 (2013.01); G06N 20/00 (2019.01); G06F 21/31 (2013.01); H04M 1/72448 (2021.01); H04M 1/72454 (2021.01); H04M 1/72463 (2021.01); H04M 1/72451 (2021.01); H04M 15/00 (2006.01);
U.S. Cl.
CPC ...
G06F 21/88 (2013.01); G06F 21/316 (2013.01); G06N 20/00 (2019.01); H04M 1/72448 (2021.01); H04M 1/72451 (2021.01); H04M 1/72454 (2021.01); H04M 1/72463 (2021.01); H04M 15/47 (2013.01);
Abstract

Embodiments are described for a pattern-based control system that learns and applies device usage patterns for identifying and disabling devices exhibiting abnormal usage patterns. The system can learn a user's normal usage pattern or can learn abnormal usage patterns, such as a typical usage pattern for a stolen device. This learning can include human or algorithmic identification of particular sets of usage conditions (e.g., locations, changes in settings, personal data access events, application events, IMU data, etc.) or training a machine learning model to identify usage condition combinations or sequences. Constraints (e.g., particular times or locations) can specify circumstances where abnormal pattern matching is enabled or disabled. Upon identifying an abnormal usage pattern, the system can disable the device, e.g., by permanently destroying a physical component, semi-permanently disabling a component, or through a software lock or data encryption.


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