Patent · US Active

Transforming a trained artificial intelligence model into a trustworthy artificial intelligence model

US12217139B2 · kind B2 · utility

0Cited by

3References

19Claims

0Family size

Assignee

Siemens Aktiengesellschaft · DE

Inventors

Florian Büttner · Munich, DE
Christian Tomani · Munich, DE

Key dates

Filing date	Nov 11, 2021
Grant date	Feb 4, 2025
Priority date	—
Expiry date	Jul 12, 2043

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/045
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

The following relates to a computer-implemented method and system for transforming a trained artificial intelligence model into a trustworthy artificial intelligence model, by providing the trained artificial intelligence model via a user interface of a webservice platform, providing a validation data set, which is based on training data of the trained artificial intelligence model, generating generic samples by a computing component of the webservice platform based on the validation data set, and transforming the trained artificial intelligence model by optimizing a calibration based on the generic samples. The transformation of the AI model is performed by a computing component of the web service platform. The input, i.e. the trained artificial intelligence model as well as a validation data set, is provided to the computing component via a user interface of the web service platform. Such a user interface is implemented by any applicable frontend.

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