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. 30, 2026
Filed:
Mar. 01, 2023
Dell Products L.p., Round Rock, TX (US);
Iam Palatnik De Sousa, Rio de Janeiro, BR;
Dell Products L.P., Round Rock, TX (US);
Abstract
One example method includes accessing an adversarial image, processing the adversarial image by applying a smoothing defense to the adversarial image, and classifying the processed adversarial image. The smoothing defense, which may be an unsupervised process, may include a noising process, such as a gaussian noising process, and an edge-preserving process. The smoothing defense can be implemented against basic iterative method (BIM) attacks, as well as fast gradient sign method (FGSM) attacks.
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