Systems and methods for provable provenance for artificial intelligence model assessments
US12192372B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | May 12, 2022 |
| Grant date | Jan 7, 2025 |
| Priority date | — |
| Expiry date | Mar 23, 2043 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L9/0825
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
Systems and methods are described herein for providing provable provenance for assessment results. For example, an AI model and/or a dataset may be assessed using an assessment service to determine whether a bias exists within the AI model and/or the dataset. The results of the assessment may be provided to an auditing service to confirm the assessment results. The systems and methods described herein provide for provable provenance for the assessment results such that the auditing service can verify whether a model and validation dataset provided by a client are the same that were used during an assessment and have not been tampered with by a malicious party.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.