US 12,321,482 B2
System and method for recommending secure transfer measures for personal identifiable information in integration process data transfers
Ravikiran Krishnan, Foster City, CA (US); and Prakhar Amlathe, Foster City, CA (US)
Assigned to BOOMI, LP, Chesterbrook, PA (US)
Filed by BOOMI, INC., Round Rock, TX (US)
Filed on Oct. 30, 2020, as Appl. No. 17/085,529.
Prior Publication US 2022/0138345 A1, May 5, 2022
Int. Cl. G06N 3/08 (2023.01); G06F 18/211 (2023.01); G06F 18/23213 (2023.01); G06F 21/62 (2013.01); G06N 3/084 (2023.01); G06N 3/09 (2023.01); G06N 20/00 (2019.01)
CPC G06F 21/6245 (2013.01) [G06F 18/211 (2023.01); G06F 18/23213 (2023.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 3/09 (2023.01); G06N 20/00 (2019.01)] 13 Claims
OG exemplary drawing
 
1. An information handling system operating a personal identifiable information (PII) recommendation system comprising:
a processor executing code instructions for a graphical user interface to model, with visual integration elements including a decision visual integration element to determine security measures to apply to an incoming field value, flow of an integration process for migrating field values of a migrating dataset from a first database having a first data format to a second database having a second data format and partially including PII data to a receiving dataset, wherein the integration process selects and applies a security measure pursuant to determination at the decision visual integration element to determine the security measure selected to apply to the incoming field value from the first database in the first data format to migration of PII data in the modeled flow of the integration process to the second databased in the second data format;
the processor executing code instructions of the PII recommendation system operating via the decision visual integration element in the modeled flow of visual integration elements for the integration process to:
generate a first term frequency vector for a first migrating field value, the first term frequency vector describing a weighted frequency with which a metadata term for the first migrating field value appears within metadata terms for the migrating dataset including the first migrating field value;
input the first term frequency vector into a trained neural network to determine the first migrating field value includes data classified as PII data;
label the first migrating field value as PII data, such that the modeled integration process applies the security measure selected to the first migrating field value; and
a network interface device transmitting to a remote location a set of connector code instructions for performing the modeled integration process, and a runtime engine, for remote execution.