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:
Jul. 08, 2025
Filed:
Jun. 16, 2022
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
A computing system is configured for detecting anomalies in deployment configurations of container images at a container network. One or more datasets associated with deployment configurations of a container imager are collected, and a plurality of features are extracted based on the one or more datasets for an ID of the container image. A probability score is then generated based on the plurality of features, using a machine-learning model trained on datasets associated with historical deployment configurations of the container image that have been performed via the container orchestration service. The probability score indicates a probability of whether the deployment configurations of the container image are anomalous or not anomalous when compared historical deployment configurations of the container image. An allow list is generated that includes container images and their respective IDs that have a majority of their deployment configurations that are not anomalous.