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.

Date of Patent:
Feb. 24, 2026

Filed:

Dec. 16, 2022
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Iam Palatnik De Sousa, Rio de Janeiro, BR;

Adriana Bechara Prado, Niterói, BR;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06N 5/045 (2023.01);
U.S. Cl.
CPC ...
G06F 21/566 (2013.01); G06N 5/045 (2013.01); G06F 2221/033 (2013.01);
Abstract

A method includes assembling an explainable artificial intelligence committee comprising two or more explainable artificial intelligence techniques, performing the explainable artificial intelligence techniques on results generated by a machine learning model, as a result of the performing, obtaining respective explanations, generated by each of the explainable artificial intelligence techniques, for the results generated by the machine learning model, and determining that one of the explanations was compromised by an attacker.


Find Patent Forward Citations

Palatnik De Sousa, Iam. (2026). Auditing classifier models with adversarially robust xai committees (U.S. Patent No. 12561435). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12561435

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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