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:
May. 27, 2025
Filed:
Feb. 23, 2023
Hiddenlayer, Inc., Austin, TX (US);
Tanner Burns, Austin, TX (US);
Chris Sestito, Austin, TX (US);
James Ballard, Fredricksburg, VA (US);
Thomas Bonner, Steeple Claydon, GB;
Marta Janus, Twickenham, GB;
Eoin Wickens, Skibbereen, IE;
HiddenLayer, Inc., Austin, TX (US);
Abstract
A machine learning model is scanned to detect actual or potential threats. The threats can be detected before execution of the machine learning model or during an isolated execution environment. The threat detection may include performing a machine learning file format check, vulnerability check, tamper check, and stenography check. The machine learning model may also be monitored in an isolated environment during an execution or runtime session. After performing a scan, the system can generate a signature based on actual, potential, or absence of detected threats.