Secure machine learning workflow automation using isolated resources
US11449797B1 · kind B1 · utility
3Cited by
7References
20Claims
0Family size
Assignee
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Key dates
| Filing date | Sep 23, 2019 |
| Grant date | Sep 20, 2022 |
| Priority date | — |
| Expiry date | May 1, 2040 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L67/10
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
An indication of training artifacts for a machine learning model to be trained with an input data set having an access restriction is obtained. A representation of a software execution environment containing the artifacts is deployed to a computing platform within an isolated resource group which satisfies the access restriction. A trained version of the machine learning model is generated at the computing platform, and transferred outside the isolated resource group.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.