US Patent Issued to Dell Products on Jan. 13 for "Defense against XAI adversarial attacks by detection of computational resource footprints" (Brazilian Inventors)

ALEXANDRIA, Va., Jan. 13 -- United States Patent no. 12,524,574, issued on Jan. 13, was assigned to Dell Products LP (Round Rock, Texas).

"Defense against XAI adversarial attacks by detection of computational resource footprints" was invented by Iam Palatnik de Sousa (Rio de Janeiro, Brazil) and Adriana Bechara Prado (Niteroi, Brazil).

According to the abstract* released by the U.S. Patent & Trademark Office: "One example method includes initiating an audit of a machine learning model, providing input data to the machine learning model as part of the audit, while the audit is running, receiving information regarding operation of the machine learning model, wherein the information comprises a computational resource footprint, analyzing the...