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:
Apr. 30, 2024

Filed:

Mar. 01, 2021
Applicant:

The Government of the United States of America, As Represented BY the Secretary of the Navy, Arlington, VA (US);

Inventors:

Prithviraj Dasgupta, Springfield, VA (US);

Joseph B. Collins, McLean, VA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/2415 (2023.01); G06F 18/2431 (2023.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/24155 (2023.01); G06F 18/2431 (2023.01);
Abstract

Methods and systems are provided for automatic classification of information in an adversarial machine learning setting. For example, a learner that includes multiple classifiers may perform data classification automatically. Each classifier may be trained with adversarial data of a different strength. For a given query to be classified, the learner is configured to intelligently select a classifier that is commensurate with the adversarial strength of the data inside the query, without explicit knowledge of that data or its adversarial strength.


Find Patent Forward Citations

Dasgupta, Prithviraj. (2024). System and method for improving classification in adversarial machine learning (U.S. Patent No. 11972335). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11972335

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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