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.

Date of Patent:
Oct. 26, 2021

Filed:

Mar. 14, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Flavio du Pin Calmon, Cambridge, MA (US);

Michele M. Franceschini, White Plains, NY (US);

Ashish Jagmohan, Irvington, NY (US);

Sambit Sahu, Hopewell Junction, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); H04L 9/08 (2006.01); G06F 21/60 (2013.01); H04L 9/06 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 21/602 (2013.01); H04L 9/0637 (2013.01); H04L 9/0819 (2013.01);
Abstract

An example operation may include one or more of partitioning a data set from a data provider into a training data set and a test data set, exposing the training data set to a learning service provider while preventing the learning service provider from being able to access the test data set, wherein the preventing comprises encrypting the test data set and storing the encrypted test data set in an immutable ledger, receiving a learning model that is generated by the learning service provider based on the exposed training data set, executing the received learning model using the test data set as input to verify whether the learning model satisfies a predefined performance threshold, and in response to verifying the learning model satisfies the predefined performance threshold, outputting information about the verification to a computing node.


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