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:
Apr. 02, 2024
Filed:
Apr. 30, 2021
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Hemant Malhotra, Newark, CA (US);
Xuedong Huang, Bellevue, WA (US);
Li Jiang, Kirkland, WA (US);
Ivo Jose Garcia Dos Santos, Kirkland, WA (US);
Dong Li, Seattle, WA (US);
Shuangyu Chang, Davis, CA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
Embodiments are provided for securing data access to machine learning training data at a plurality of distributed computing devices. Electronic content including original data that corresponds to a preferred data security level is divided into a plurality of microsegments. The plurality of microsegments is restrictively distributed to a plurality of computing devices which apply transcription labels to the plurality of microsegments. The labeled microsegments are reconstructed into training data which is then used to train a machine learning model while facilitating an improvement in data security of the original data included with the training data from the reconstructed microsegments.