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:
Oct. 13, 2026

Filed:

May. 04, 2022
Applicant:

Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;

Inventors:

Sayyed Auwn Muhammad, Täby, SE;

Ikram Ullah, Thuwal, SA;

Loay Abdelrazek, Danderyd, SE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 12/128 (2021.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04W 12/128 (2021.01); G06N 20/00 (2019.01); G06F 2221/034 (2013.01);
Abstract

A method is performed by a network node for training of machine-learned models for detection of abnormal User Equipment, UE, behavior. The method comprises obtaining training data comprising a plurality of interaction logs for a respective plurality of training UEs and clustering each of the interaction logs of the training data into one or more activity clusters with a machine-learned behavior analysis model to learn one or more activities associated with at least one of the one or more activity clusters.


Find Patent Forward Citations

Muhammad, Sayyed. (2026). Systems and methods for machine learned network activity profiling of devices (U.S. Patent No. 12764543). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12764543

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

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