Flexible data security and machine learning system for merging third-party data

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United States of America Patent

PATENT NO 11792167
APP PUB NO 20220321541A1
SERIAL NO

17219482

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Abstract

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Techniques for a flexible data security and machine learning system for merging third-party data are provided. In one technique, the system receives a data set from a third-party entity and receives selection data that indicates that the third-party entity selected a set of data security policies that includes an encryption option and a data mixing option from among multiple data mixing options. In response to receiving the selection data, the system stores data that associates the set of data security policies with the data set, encrypts the data set according to the encryption option, and persistently stores the encrypted data set. Later, the system decrypts the encrypted data set in volatile memory, generates, based on the data mixing option, training data based on the decrypted version of the data set, trains a machine-learned model based on the training data, and stores the machine-learned model in association with the data set.

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Patent Owner(s)

  • MICROSOFT TECHNOLOGY LICENSING, LLC.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Cao, Haowen Sunnyvale, US 6 11
Chen, Xiaojing Santa Clara, US 13 8
Chen, Yang Sunnyvale, US 305 2122
Ghosh, Souvik Saratoga, US 34 163
Gupta, Ankit Fremont, US 93 378
Moore, John Patrick San Francisco, US 2 0
Pistell, Henry Heyburn Ridgewood, US 1 0
Thambireddy, Mira San Mateo, US 1 0
Wang, Jiashuo Mountain View, US 3 3
Wang, Jing Los Altos, US 1517 11458
Wu, Chencheng Los Altos, US 7 14
Yu, Keyi Mountain View, US 1 0
Zhao, Haifeng San Jose, US 20 55

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