Training anonymized machine learning models via generalized data generated using received trained machine learning models
US11841977B2 · kind B2 · utility
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20Claims
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Key dates
| Filing date | Feb 11, 2021 |
| Grant date | Dec 12, 2023 |
| Priority date | — |
| Expiry date | Jul 9, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An example system includes a processor to receive training data and predictions on the training data of a trained machine learning model to be anonymized. The processor is to generate generalized data from training data based on the predictions of the trained machine learning model on the training data. The processor is to train an anonymized machine learning model using the generalized data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.