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.
Patent No.:
Date of Patent:
Jun. 10, 2025
Filed:
Jul. 12, 2022
Rockwell Automation Technologies, Inc., Mayfield Heights, OH (US);
Jordan C. Reynolds, Austin, TX (US);
John J. Hagerbaumer, Mequon, WI (US);
Troy W. Mahr, Pleasant Prairie, WI (US);
Thomas K. Jacobsen, Wake Forest, NC (US);
Giancarlo Scaturchio, Pisa, IT;
Rockwell Automation Technologies, Inc., Mayfield Heights, OH (US);
Abstract
Various embodiments of the present technology generally relate to industrial automation environments. More specifically, embodiments include systems and methods to detect malicious behavior in an industrial automation environment. In some examples, a security component generates feature vectors that represents inputs and outputs to a data pipeline and supplies the feature vectors to a machine learning engine. The security component processes a machine learning output that indicates when anomalous behavior is detected in the operations of the data pipeline. When anomalous behavior is detected in the operations of the data pipeline, the security component generates and transfers an alert that characterizes the anomalous behavior.