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:
Jan. 13, 2026
Filed:
Feb. 12, 2025
Hiddenlayer, Inc., Austin, TX (US);
Thomas Bonner, Steeple Claydon, GB;
Kasimir Ralph Peter Schulz, Raleigh, NC (US);
HiddenLayer, Inc., Austin, TX (US);
Abstract
Vulnerabilities in a machine learning model can be identified by receiving at least one file encapsulating the machine learning model. A computational graph corresponding to the machine learning model is then extracted from the at least on file. The computational graph is converted from a first format into a normalized computational graph having a second, different format. The normalized computational graph is decomposed into components. These components can include nodes, blocks, and edges between blocks. The normalized computational graph is scanned by iterating through the components to identify any backdoors. Data characterizing whether any backdoors were identified can be provided to a consuming application or process.