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.

Date of Patent:
Dec. 17, 2024

Filed:

May. 25, 2023
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Glen J. Anderson, Beaverton, OR (US);

Rajesh Poornachandran, Portland, OR (US);

Kshitij Doshi, Tempe, AZ (US);

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/00 (2006.01); G06F 16/901 (2019.01); G06F 16/906 (2019.01); G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06F 18/40 (2023.01); G06N 3/08 (2023.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06V 10/776 (2022.01); G06V 10/778 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/901 (2019.01); G06F 16/906 (2019.01); G06F 18/2148 (2023.01); G06F 18/217 (2023.01); G06F 18/41 (2023.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06V 10/776 (2022.01); G06V 10/7788 (2022.01);
Abstract

A mechanism is described for facilitating misuse index for explainable artificial intelligence in computing environments, according to one embodiment. A method of embodiments, as described herein, includes mapping training data with inference uses in a machine learning environment, where the training data is used for training a machine learning model. The method may further include detecting, based on one or more policy/parameter thresholds, one or more discrepancies between the training data and the inference uses, classifying the one or more discrepancies as one or more misuses, and creating a misuse index listing the one or more misuses.


Find Patent Forward Citations

Loading…