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:
Oct. 17, 2023
Filed:
Jan. 30, 2023
Mcafee, Llc, San Jose, CA (US);
Sherin M. Mathews, Santa Clara, CA (US);
Celeste R. Fralick, Plano, TX (US);
McAfee, LLC, San Jose, CA (US);
Abstract
Methods, apparatus, systems and articles of manufacture to defend against adversarial machine learning are disclosed. An example apparatus includes memory; computer readable instructions; and processor circuitry to execute the computer readable instructions to: generate a first output indicating a feature that contributed to the generation of a classification by a machine learning model; compare the first output with a second output generated by a server that trained the machine learning model; and flag the machine learning model as corresponding to at least one of model drift or an adversarial attack when first output differs from the second output by more than a threshold.