Combination of Protection Measures for Artificial Intelligence Applications Against Artificial Intelligence Attacks

Patent №

US 11,275,841

Granted

2022-03-15

Filed 2019

Owner

ADVERSA AI LTD

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16565435

A method and system of protecting an artificial intelligence (AI) application are provided. Parameters of the AI application are identified. An assessment of a vulnerability of the AI application is performed, including: applying a combination of protection measures comprising two or more protection measures against at least two different attacks and at least one dataset, and determining whether the combination of protection measures is successful in defending the AI application. A target configuration of an AI model to protect the AI application is determined based on the assessed vulnerability of the AI application. An AI enhanced algorithm is determined to adjust the AI model to include a combination of most computationally efficient defenses based on the target configuration. The adjusted AI model is used to protect the AI application.

Machine learningKnowledge representationPlanningAI hardwareG06F 21/577G06F 16/951G06F 18/24G06F 18/241G06F 2221/033

AI classification

Machine learning1.00
Planning1.00
AI hardware0.99
Knowledge representation0.98
Natural language0.02
Evolutionary computation0.01
Vision0.01
Speech0.00

Ownership

ADVERSA AI LTD

assignment · 588540116

Assignors

POLIAKOV, ALEKSANDR

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

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