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. 16, 2026
Filed:
Apr. 17, 2024
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Said Soulhi, Saint Cloud, FL (US);
Yousif Targali, Sammamish, WA (US);
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Abstract
A method, a device, and a non-transitory storage medium provide an inference model monitoring service. A network device stores a first inference model and a second inference model that is a derivative of the first inference model. The network device performs a weight comparison of connection weights of the second inference model against connection weights of the first inference model and assigns a weight vulnerability indicator. The network device performs a manifold comparison of a reduced dimensional manifold of the second inference model to a reduced dimensional manifold of the first inference model and assigns a manifold vulnerability indicator. The network device generates a vulnerability status of the second inference model based on the different indicators and performs a remedial action for the second inference model.