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:
Jan. 27, 2026
Filed:
Feb. 02, 2023
Robert Bosch Gmbh, Stuttgart, DE;
Andres Mauricio Munoz Delgado, Weil der Stadt, DE;
Chaithanya Kumar Mummadi, Pittsburgh, PA (US);
Giulio Lovisotto, Munich, DE;
Jan Hendrik Metzen, Boeblingen, DE;
Nicole Ying Finnie, Renningen, DE;
Robert Bosch GmbH, Stuttgart, DE;
Abstract
A computer-implemented method for determining an adversarial patch for a machine learning system. The machine learning system is configured for image analysis and determines an output signal based on an input image. The output signal is determined based on an output of an attention layer of the machine learning system. The adversarial patch is determined by optimizing the adversarial patch with respect to a loss function, wherein the loss function comprises a term that characterizes a sum of attention weights of the attention layer with respect to a position of the adversarial patch in the input image and the method comprises a step of maximizing the term.
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