IEEE 3129:2023

IEEE 3129:2023

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

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New IEEE Standard - Active.
Test specifications with a set of indicators for common corruption and adversarial attacks, which can be used to evaluate the robustness of artificial intelligence-based image recognition services are provided in this standard. Robustness attack threats and establishes an assessment framework to evaluate the robustness of artificial intelligence-based image recognition service under various settings are also specified in this standard.

This standard provides test specifications with a set of indicators for interference and adversarial attacks that can be used to evaluate the robustness of artificial intelligence (AI)-based image recognition services. This standard specifies robustness requirements and establishes an assessment framework to evaluate the robustness of AI-based image recognition services under various settings.
The purpose of this standard is to guide individuals and organizations who provide, develop, or use AI-based image recognition services in testing and evaluating these services and in improving the robustness of these services. 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.

Additional Info

Author Institute of Electrical and Electronics Engineers (IEEE)
Committee Artificial Intelligence Standards Committee
Published by IEEE
Document type Standard
Edition
EAN ISBN 978-1-5044-9752-7
ICS 35.240.01 : Application of information technology in general
Number of pages 34
Keyword IEEE 3129-2023
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