US 2020/0349271 A1 · DATABASE ENTITY SENSITIVITY CLASSIFICATION

Abstract

There is a need for solutions that perform entity sensitivity classification for a database entity associated with plurality of database elements. This need can be addressed by, for example, for each database element, generating element tokens for the database element based on a textual identifier for the database element, generating token combinations for the database element based on the element tokens for the database element and a token order associated with the textual identifier, generating a token-combination document for the database element based on the token combinations for the database element, and generating element feature data for the database element based on the token-combination document for the database element, and determining the entity sensitivity classification on each element feature data associated with a database element of the plurality of database elements and using a sensitivity classification model.

Claims20

Dependent claims

A computer-implemented method for determining an entity sensitivity classification for a database entity comprising a plurality of database elements, the computer-implemented method comprising:

for each database element of the plurality of database elements,
generating one or more element tokens based at least in part on a textual identifier for the database element,
generating one or more token combinations based at least in part on the one or more element tokens for the database element and a token order associated with the textual identifier,
generating a token-combination document based at least in part on the one or more token combinations for the database element, and
generating element feature data for the database element based at least in part on the token-combination document for the database element;
and
determining the entity sensitivity classification based at least in part on each element feature data associated with a database element of the plurality of database elements and using a sensitivity classification model.

4 more elements

An apparatus comprising at least one processor and at least one non-transitory memory comprising program code, wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to:

for each database element of a plurality of database elements,
generate one or more element tokens based at least in part on a textual identifier for the database element,
generate one or more token combinations based at least in part on the one or more element tokens for the database element and a token order associated with the textual identifier,
generate a token-combination document based at least in part on the one or more token combinations for the database element, and generate element feature data for the database element based at least in part on the token-combination document for the database element;
and
determine an entity sensitivity classification for a database element comprising the plurality of database elements based at least in part on each element feature data associated with a database element of the plurality of database elements and using a sensitivity classification model.

3 more elements

A non-transitory computer storage medium comprising instructions configured to cause one or more processors to at least at least perform:

for each database element of a plurality of database elements,
generate one or more element tokens based at least in part on a textual identifier for the database element,
generate one or more token combinations based at least in part on the one or more element tokens for the database element and a token order associated with the textual identifier,
generate a token-combination document based at least in part on the one or more token combinations for the database element, and
generate element feature data for the database element based at least in part on the token-combination document for the database element;
and
determine an entity sensitivity classification for a database element comprising the plurality of database elements based at least in part on each element feature data associated with a database element of the plurality of database elements and using a sensitivity classification model.

4 more elements

Dependencies are inferred from the claim text.

Database entity sensitivity classification

Life of this patent

Database entity sensitivity classification

Life of this patent

Abstract

Claims20