MITIGATING ADVERSARIAL EFFECTS IN MACHINE LEARNING SYSTEMS

Patent №

US 11,568,282

Granted

2023-01-31

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16702817

Techniques for sanitization of machine learning (ML) models are provided. A first ML model is received, along with clean training data. A path is trained between the first ML model and a second ML model using the clean training data. A sanitized ML model is generated based on at least one point on the trained path. One or more ML functionalities are then facilitated using the sanitized ML model.

AI classification

Machine learning1.00
Natural language1.00
AI hardware1.00
Knowledge representation1.00
Planning0.87
Speech0.03
Evolutionary computation0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 511730741

Assignors

CHEN, PIN-YU, DAS, PAYEL, NATESAN RAMAMURTHY, KARTHIKEYAN, ZHAO, PU

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

From the same owner

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