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:
Mar. 31, 2023
International Business Machines Corporation, Armonk, NY (US);
Celia Cintas, Nairobi, KE;
Hannah Halin Kim, New York, NY (US);
Girmaw Abebe Tadesse, Nairobi, KE;
Skyler Speakman, Nairobi, KE;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A present invention embodiment prevents patch-based adversarial attacks. A plurality of time-series images are processed using a machine learning model to identify an anomaly, wherein the anomaly comprises an adversarial patch-based attack, and wherein the anomaly is present in a locality comprising a particular time and space in the plurality of time-series images. A subset of the plurality of time-series images are modified based on the locality of the anomaly to mask the anomaly from detection by a trained image processing model.