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.
Patent No.:
Date of Patent:
Oct. 28, 2025
Filed:
Feb. 25, 2025
Vijay Madisetti, Alpharetta, GA (US);
Vijay Madisetti, Alpharetta, GA (US);
Arshdeep Bahga, Chandigarh, IN;
[object Object];
Abstract
A method for generating adversarial data for use in an LLM including receiving an input condition including authentic data records, extracting by a PII extraction module an authentic data record from the input condition, assigning a utility score to each data field of the plurality of data fields of the authentic data record by a generator neural network using a utility function, either receiving an adversarial loss term indicating a target divergence between the authentic data record and a synthetic data record and generating the adversarial loss term, and generating the synthetic data record comprising a plurality of synthetic data fields based on the input condition, the utility score of each data field, and the adversarial loss term, each synthetic data field of the plurality of synthetic data fields being associated with a data field of the plurality of data fields.