AI GOVERNANCE USING TAMPER PROOF MODEL METRICS

Patent №

US 11,636,185

Granted

2023-04-25

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17092340

One example of a method comprises identifying a model to be validated that is stored in a repository; automatically computing and recording one or more model metrics for the model to be validated in a tamper-proof manner; comparing the computed tamper-proof metrics with one or more encoded rules and policies to determine if the model to be validated complies with the one or more encoded rules and policies; and outputting a notification to a device indicating a validation status of the model to be validated based on the comparison of the computed tamper-proof metrics with the one or more encoded rules and policies.

Machine learningKnowledge representationPlanningAI hardwareG06F 21/14G06Q 30/0201G06F 8/77G06F 9/547G06Q 10/067G06Q 40/00G06F 21/6218G06N 20/00

AI classification

AI hardware1.00
Planning0.87
Knowledge representation0.83
Machine learning0.58
Speech0.01
Evolutionary computation0.01
Natural language0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 543070144

Assignors

BHIDE, MANISH ANAND, CHAMARTHY, RAVI CHANDRA, SURYANARAYANAN, ARUNKUMAR KALPATHI

On an employer assignment, the assignors are typically the inventors.

From the same owner

© 2026 NYSGPT2525 LLC