SENSITIVITY CLASSIFICATION NEURAL NETWORK

Patent №

US 11,620,526

Granted

2023-04-04

Filed 2022

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17818811

A computing device, including a processor configured to receive a training data set including a first plurality of log entries. Each log entry of the first plurality of log entries may be associated with a tag indicating whether the log entry includes sensitive data. The processor may be further configured to train a sensitivity classification neural network using the training data set. The processor may be further configured to apply the sensitivity classification neural network to a test data set including a second plurality of log entries to obtain a first classified test data set. The processor may be further configured to apply a rule-based data sensitivity classification algorithm to the test data set to obtain a second classified test data set. Based on the first classified test data set and the second classified test data set, the processor may be further configured to modify the sensitivity classification neural network.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06N 3/08G06F 18/214G06F 18/24G06N 3/042G06N 3/082G06N 3/09G06N 5/04

AI classification

Machine learning1.00
Natural language1.00
Knowledge representation1.00
Planning1.00
AI hardware1.00
Vision0.75
Speech0.01
Evolutionary computation0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 607690294

Assignors

LIU, BO, WANG, KE

On an employer assignment, the assignors are typically the inventors.

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