SYSTEMS AND METHODS FOR AUTO DISCOVERY OF SENSITIVE DATA IN APPLICATIONS OR DATABASES USING METADATA VIA MACHINE LEARNING TECHNIQUES
Patent №
US 12,373,592
Granted
2025-07-29
Filed 2023
Owner
JPMORGAN CHASE BANK, N.A.
Lab
—
AI components
0
Assignment
None on record
Dataset
AIPD
Application
18510299
A method for auto discovery of sensitive data may include: (1) receiving, at data enrichment computer program in a metadata processing pipeline, raw metadata from a plurality of different data sources; (2) enriching, by the data enrichment computer program, the raw metadata; (3) converting, by the data enrichment computer program, the raw metadata and the enhanced raw metadata into a sentence structure; (4) predicting, by a category prediction computer program in the metadata processing pipeline, a predicted category for the sentence structure; (5) identifying, by a sensitive data mapping computer program, a sensitive data category that is mapped to the predicted category based on a policy mapping rule; (6) determining, by the sensitive data mapping computer program, a risk classification rating for the predicted category; and (7) tagging, by the sensitive data mapping computer program, the data source associated with the metadata based on the risk classification rating.
Ownership
JPMORGAN CHASE BANK, N.A.