Patent · US Active

Deployment verification of authenticity of machine learning results

US11321611B2 · kind B2 · utility

0Cited by

1References

17Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

Frank Liu · Austin, US
Bishop Brock · Coupland, US
Thomas S. Hubregtsen · Munich, DE

Key dates

Filing date	Oct 3, 2018
Grant date	May 3, 2022
Priority date	—
Expiry date	Mar 4, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N5/04
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Authenticity of Artificial Intelligence (AI) results may be verified by creating, for an AI system, from a plurality of original inputs to form a plurality of original inference results, a plurality of original signatures of representative elements of an internal state of the AI system constructed from each individual original inference result of the plurality of original inference results. During deployment of the AI system, a matching of a plurality of deployment time inference results with a plurality of deployment time signatures, to the plurality of original signatures and the plurality of original inference results, may be verified.

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