Active standard | Published: 02/06/2023

IEEE 3129-2023

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

Available languages: English

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Detail information

Designation: IEEE 3129-2023

Publication date: 02/06/2023

Pages: 34

Country: International technical standard

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Anotation

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.

ISBN: 978-1-5044-9752-7, 978-1-5044-9753-4
Number of Pages: 34
Product Code: STD26190, STDPD26190
Keywords: adversarial attacks, artificial Intelligence-based services, assessment framework, common corruption, IEEE 3129, robustness
Category: 309

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