Invention Application
- Patent Title: SYSTEM FOR IMPLEMENTING DYNAMIC DATA OBFUSCATION USING PATTERN RECOGNITION TECHNIQUES
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Application No.: US17172959Application Date: 2021-02-10
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Publication No.: US20220253744A1Publication Date: 2022-08-11
- Inventor: Brandon Sloane , Jinyoung Nathan Kim , Adriana Tache , Charles Edward Dudley
- Applicant: BANK OF AMERICA CORPORATION
- Applicant Address: US NC Charlotte
- Assignee: BANK OF AMERICA CORPORATION
- Current Assignee: BANK OF AMERICA CORPORATION
- Current Assignee Address: US NC Charlotte
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06K9/62 ; G06F21/62 ; G06F16/28

Abstract:
Systems, computer program products, and methods are described herein for implementing dynamic data obfuscation using pattern recognition techniques. The present invention is configured to electronically receive one or more data artifacts; electronically receive one or more masked data artifacts; initiate one or more machine learning algorithms on the one or more data artifacts and the one or more masked data artifacts; determine, using the one or more machine learning algorithms, a first set of patterns associated with the one or more data artifacts and a second set of patterns associated with the one or more masked data artifacts; determine a similarity index between the first set of patterns and the second set of patterns; and compare the similarity index with a predetermined threshold; determine one or more alternate data obfuscation algorithms; and implement the one or more alternate data obfuscation algorithms on the one or more data artifacts.
Information query