The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 12, 2023
Filed:
Jul. 30, 2020
Applicant:
Nokia Technologies Oy, Espoo, FI;
Inventor:
Peter Szilagyi, Budapest, HU;
Assignee:
Nokia Technologies Oy, Espoo, FI;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 41/5009 (2022.01); G06N 5/045 (2023.01); G06N 5/01 (2023.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
H04L 41/5009 (2013.01); G06N 5/01 (2023.01); G06N 5/04 (2013.01); G06N 5/045 (2013.01);
Abstract
A method and system for verifying the results from a machine learning (ML) model hosted by a machine learning as a service (MLaaS) for a MLaaS consumer (MLC), including: receiving a request for benchmark samples from a MLC for the ML model; generating one-time use benchmark samples and benchmark outputs for the ML model; transmitting the benchmark samples to the MLC; receiving from the MLC outputs from the ML model on the benchmark samples; comparing the MLC outputs on the benchmark samples with the generated benchmark outputs to verify the ML model outputs; and sending a verification message to the MLC based on verification.