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:
May. 19, 2026

Filed:

Apr. 18, 2024
Applicant:

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

Inventors:

Pablo Nascimento Da Silva, Niterói, BR;

Isabella Costa Maia, São Paulo, BR;

Iam Palatnik De Sousa, Rio de Janeiro, BR;

Eduarda Tatiane Caetano Chagas, Belo Horizonte, BR;

Maira Beatriz Hernandez Moran, Rio de Janeiro, BR;

Paulo Abelha Ferreira, Rio de Janeiro, BR;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 3/045 (2023.01); G06N 3/098 (2023.01);
U.S. Cl.
CPC ...
H04L 63/1433 (2013.01); G06N 3/045 (2023.01); G06N 3/098 (2023.01);
Abstract

One example method includes allocating defense methods to nodes of a federation according to respective resources available at the nodes, testing the nodes by causing the defense methods to be run at the nodes, collecting defense method metadata concerning results of running the defense methods at the nodes, analyzing the defense method metadata, and based on the analyzing, allocating the defense methods across the nodes. The defense methods may be configured to defend against a model inversion attack.


Find Patent Forward Citations

Da Silva, Pablo. (2026). Automating model inversion defense selection for heterogeneous federated learning (U.S. Patent No. 12634328). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12634328

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

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