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:
Aug. 04, 2026
Filed:
May. 18, 2023
Accenture Global Solutions Limited, Dublin, IE;
Louis Divalentin, Arlington, VA (US);
Changwei Liu, Fairfax, VA (US);
Aolin Ding, McLean, VA (US);
Malek Ben Salem, Falls Church, VA (US);
ACCENTURE GLOBAL SOLUTIONS LIMITED, Dublin, IE;
Abstract
Systems and methods for defending an artificial intelligence model against an adversarial input are disclosed. The system may include an artificial intelligence model, such as a machine learning model. The system may include a transformation engine executable by one or more processors. The transformation engine may be configured to receive an input to the artificial intelligence model, and apply a pre-determined transformation set to the input to produce a transformed input. The transformation engine may be configured to generate a first output based on the input using the artificial intelligence model and may also apply the artificial intelligence model to the transformed input to produce a second output. The transformation engine may be configured to determine whether the input is associated with an adversarial attack based on a comparison of the first output and the second output. The system also facilitates generating transformation sets for defending against adversarial attacks.