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. 23, 2024
Filed:
Mar. 10, 2022
International Business Machines Corporation, Armonk, NY (US);
Takehiro Wakabayashi, Tokyo, JP;
Shingo Nagai, Tokyo, JP;
International Business Machines Corporation, Armonk, NY (US);
Abstract
An apparatus, a method, and computer program product are provided that tracks data for, and generated by, machine learning for accurate and precise deletion. The method includes receiving a dataset for use in training a machine learning model and registering a file from the dataset into a reference table, wherein the file is designated for monitoring. The file designation can indicate that the file is confidential and requires deletion upon completion of training of the machine learning model and project. The method also includes monitoring the file for an event that accesses the file, detecting a read access event occurring on the file, and determining a creation of a derivative file generated as a result of the read access event. The method further includes registering the derivative file into the reference table and indicating an association between the derivative file and the file in the reference table.