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. 26, 2026

Filed:

Jun. 03, 2022
Applicants:

Robert Bosch Gmbh, Stuttgart, DE;

Robert Bosch Engineering and Business Solutions Private Limited, Bangalore, IN;

Inventors:

Adit Jignesh Shah, Ahmedabad, IN;

Tanya Motwani, Ahmedabad, IN;

Mayurbhai Thesia Yash, Ahmedabad, IN;

Manojkumar Somabhai Parmar, Ahmedabad, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/55 (2013.01);
U.S. Cl.
CPC ...
G06F 21/55 (2013.01); G06F 2221/033 (2013.01);
Abstract

A method of validating a defense mechanism of an artificial intelligence ('AI') system includes defining an optimizing function for a mean and a variance of parameters of input queries. The method further includes applying a Bayesian optimization algorithm on the input queries in dependence of the optimizing function followed by a Gaussian process at least twice to create a posterior distribution for the mean and the variance of parameters to reverse engineer the AI system. The method also includes feeding the AI system with a set of the input queries whose mean and variance of parameters have a high probability in the posterior distribution, and recording an output of the AI system to validate the defense mechanism of the AI system.


Find Patent Forward Citations

Shah, Adit. (2026). Method of validating defense mechanism of an ai system (U.S. Patent No. 12639426). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12639426

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