Systems and methods for using machine learning to manage data

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United States of America Patent

PATENT NO 12079365
APP PUB NO 20230214515A1
SERIAL NO

17567664

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Abstract

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In certain embodiments, machine learning and lineage data may be used to manage data. In some embodiments, a computing system may use lineage data to identify two datasets that may be related. The computing system may determine that a user has access to a derivative dataset but does not have access to an original dataset that was used to create the derivative dataset. In response, the computing system may use a machine learning model to generate a similarity score indicating a level of similarity between the original dataset and the derivative dataset. If the similarity score satisfies a threshold score, the computing system may modify access rights of the user so that the user is unable to access a portion of the data in the derivative dataset.

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Patent Owner(s)

Patent OwnerAddress
CAPITAL ONE SERVICES LLC1680 CAPITAL ONE DRIVE MCLEAN VA 22102

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Moreno, Jose McLean, US 14 11
O'Connor, Thomas J McLean, US 7 27
Stofer, Jon McLean, US 2 1
Ye, William McLean, US 3 4

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