Patent · US Active

Utilizing models to generate identifiers that identify and provide authentication for machine learning models

US11461457B2 · kind B2 · utility

2Cited by

0References

20Claims

0Family size

Assignee

ACCENTURE GLOBAL SOLUTIONS LIMITED · IE

Inventors

Anurag Dwarakanath · Bengaluru, IN
Vikrant Kaulgud · Pune, IN
Sanjay Podder · Thane, IN
Adam Patten Burden · Tampa, US

Key dates

Filing date	Mar 28, 2019
Grant date	Oct 4, 2022
Priority date	—
Expiry date	Jul 23, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/02
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A device receives a machine learning model, model data associated with the machine learning model, and identifier generation data. The identifier generation data includes data utilized to generate identifier pairs that may be used to authenticate the machine learning model. The device selects an identifier model, for generating the identifier pairs, based on the machine learning model, the model data, and the identifier generation data. The device processes the machine learning model, the model data, and the identifier generation data, with the selected identifier model, to generate the identifier pairs and identifier pair data. The device stores the identifier pairs and the identifier pair data in one or more data structures, and utilizes the identifier pairs to identify and provide authentication for the machine learning model.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.