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:
Apr. 21, 2026
Filed:
Sep. 13, 2023
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Tsuwang Hsieh, Sammamish, WA (US);
Santiago Martin Segarra, Houston, TX (US);
Sathiya Kumaran Mani, Kirkland, WA (US);
Srikanth Kandula, Redmond, WA (US);
Michael Dean Wong, Princeton, NJ (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
This document relates to automating detecting anomalies in network behavior of an application Generally, the disclosed techniques can obtain network flow data for an application. A machine learning model can be used to process the network flow data to detect anomalies. The machine learning model can be retrained over time to adapt to changing network behavior of the application. In some cases, a graph neural network is employed to detect the anomalies.