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:
Dec. 03, 2024
Filed:
Jan. 08, 2024
Applicant:
Vijay Madisetti, Alpharetta, GA (US);
Inventors:
Vijay Madisetti, Alpharetta, GA (US);
Arshdeep Bahga, Chandigarh, IN;
Assignee:
Other;
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/332 (2019.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06F 16/3329 (2019.01); G06F 40/284 (2020.01);
Abstract
A method for removing unauthorized information associations from an LLM including identifying real UD instances training data, identifying UD associations for the UD instances, generating synthetic UD instance-UD association pairs to reduce or remove influence of a real UD instance-UD association pair on an output of the LLM, an adversarial dataset including synthetic UD instance-UD association pairs and the real UD instance-UD association pairs, and generating a fine-tuned LLM by iteratively fine-tuning the LLM using the adversarial dataset.