Standard for Robustness Testing and Evaluation of Artificial Intelligence (AI)-based Image Recognition Service

Scope

This standard provides test specifications with a set of indicators for interference and adversarial attacks, which can be used to evaluate the robustness of Artificial Intelligence-based Image Recognition services. This standard specifies robustness requirements and establishes an assessment framework to evaluate the robustness of Artificial Intelligence-based Image Recognition service under various settings. ©IEEE 2022. All rights reserved.

Purpose

The purpose of this standard is to guide individuals and organizations who provide, develop, or use Artificial Intelligence based Image Recognition to test and evaluate the service and improve the robustness of the service. It is also applicable to guide third-party evaluation laboratories to test and evaluate the robustness of the service by applying standards based testing to score individual algorithmic implementations. ©IEEE 2022. All rights reserved.

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