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:
Feb. 17, 2026
Filed:
Mar. 30, 2023
International Business Machines Corporation, Armonk, NY (US);
Abigail Goldsteen, Haifa, IL;
Ariel Farkash, Shimshit, IL;
Shlomit Shachor Ifergan, Haifa, IL;
Natalia Razinkov, Haifa, IL;
Maya Anderson, Netanya, IL;
Ron Shmelkin, Givatayim, IL;
International Business Machines Corporation, Armonk, NY (US);
Abstract
According to one embodiment, a method, computer system, and computer program product for assessing privacy risk is provided. The embodiment may include identifying a data set and a machine learning model. The embodiment may also include selecting a target feature set comprising one or more target features of the data set. The embodiment may further include conducting one or more differential inference attacks on the machine learning model based on the target feature set. The embodiment may also include determining a privacy risk score for the target feature set based on results of the one or more differential inference attacks.