The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 12, 2023

Filed:

Sep. 15, 2020
Applicant:

Tata Consultancy Services Limited, Mumbai, IN;

Inventors:

Aniket Dilip Kulkarni, Pune, IN;

Nikhil Patwardhan, Pune, IN;

Jayant Dani, Mumbai, IN;

Ashim Roy, Pune, IN;

Anantha Desik, Hyderabad, IN;

Spondita Paul, Hyderabad, IN;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/62 (2013.01); G06N 20/00 (2019.01); G06F 16/903 (2019.01); G06F 18/22 (2023.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06F 21/6227 (2013.01); G06F 16/90344 (2019.01); G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06F 21/6245 (2013.01); G06N 20/00 (2019.01);
Abstract

The disclosure generally relates to systems and methods for detecting personally identifiable information (PII). The present systems and methods solve the problem of detecting the PII and the PII column names in the customer database with enhanced accuracy, by developing a PII classification model trained with an enhanced and effective training dataset. An enhanced sub-metadata from the metadata having the plurality of the column names is obtained by using highest match distance values, the string comparator values, and the is PII indicator values. The enhanced sub-metadata comprising the column names that can be easily differentiated as PII columns or non-PII columns. Hence the training dataset and the testing dataset obtained from the enhanced sub-metadata improves the accuracy of the PII classification model. Preventive measures can be taken to protect such detected PII present under the PII columns by employing various data privacy and protection techniques.


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