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.

Informations supplémentaires

Auteur Institute of Electrical and Electronics Engineers (IEEE)
Comité Artificial Intelligence Standards Committee
Edité par IEEE
Type de document Norme
Edition révision n° 0
EAN ISBN 978-1-5044-9752-7
ICS 35.240.01 : Applications des technologies de l'information en général
Nombre de pages 34
Mot-clé IEEE 3129-2023
Bon de commande