System and method for management of inference models based on training data impact on model reversion
US12306936B2 · kind B2 · utility
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20Claims
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Key dates
| Filing date | Mar 31, 2023 |
| Grant date | May 20, 2025 |
| Priority date | — |
| Expiry date | Jan 11, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F21/55
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Methods and systems for managing inference models are disclosed. The inference models may be used to provide computer implemented services by generating inferences used in the services. The inference models may be managed by reverting inference models that are found to be compromised through training with poisoned training data. The type of reversion and training data to be used may be selected based on the cost for performing the reversion and benefits provided by the reverted inference model using graphical user interfaces.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.