This inventor holds 1 USPTO granted patent. Top assignee: International Business Machines Corporation. Active years: 2024.
Company Filing History:
Years Active: 2024
Title: Benazeer Daruwalla: Innovator in Data Classification
Introduction
Benazeer Daruwalla is a notable inventor based in Brooklyn, NY (US). She has made significant contributions to the field of data classification, particularly in the realm of automated systems. Her innovative approach has led to the development of a patent that addresses the challenges of sensitive data management in computerized databases.
Latest Patents
Benazeer holds a patent for "Automated sensitive data classification in computerized databases." This invention involves a sophisticated process that includes retrieving a catalog of a database, sampling record values from various columns, and generating a map of probable associations between different columns of tables. The method applies a machine learning classifier to classify the columns of sampled records into multiple data classes, including sensitive data classes. Furthermore, it classifies non-sampled record values based on the classification of sampled records and searches the database for the existence of record values of classified columns. The invention scores value and field name pairs according to their repetitiveness and indicates which fields are likely to contain sensitive data.
Career Highlights
Benazeer is currently employed at International Business Machines Corporation, commonly known as IBM. Her work at IBM has allowed her to explore and implement innovative solutions in data management and classification. With her expertise, she has contributed to enhancing the efficiency and security of data handling processes.
Collaborations
Throughout her career, Benazeer has collaborated with talented individuals such as Guy Gonen and Oded Sofer. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.
Conclusion
Benazeer Daruwalla is a pioneering inventor whose work in automated data classification has made a significant impact in the field of data management. Her contributions continue to shape the way sensitive data is handled in computerized systems.