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:
May. 06, 2025

Filed:

Aug. 11, 2022
Applicant:

At&t Intellectual Property I, L.p., Atlanta, GA (US);

Inventors:

Manoop Talasila, Branchburg, NJ (US);

Mukesh Mantan, Irving, TX (US);

Anwar Syed Aftab, Budd Lake, NJ (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04W 12/08 (2020.12); H04W 12/12 (2020.12); H04W 12/72 (2020.12); H04W 24/02 (2008.12);
U.S. Cl.
CPC ...
H04W 12/12 (2012.12); H04W 12/08 (2012.12); H04W 12/72 (2020.12); H04W 24/02 (2012.12);
Abstract

The described technology is generally directed towards reducing unwanted cellular network activities, such as phantom 911 calls or other unwanted cellular network activities. Machine learning models described herein can be trained, using device level data and network level data, to identify devices that are likely to engage in an unwanted cellular network activity. A trained machine learning model can be deployed to identify devices, and devices identified by the trained machine learning model can be re-configured to prevent them from engaging in the unwanted cellular network activity. Devices likely to engage in the unwanted cellular network activity are thus identified and reconfigured to prevent future unwanted cellular network activity before it occurs.


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