IEEE Standard for Robustness Testing and Evaluation of Artificial Intelligence (AI)-based Image Recognition Service
NORM herausgegeben am 2.6.2023
Bezeichnung normen: IEEE 3129-2023
Ausgabedatum normen: 2.6.2023
Zahl der Seiten: 34
Gewicht ca.: 102 g (0.22 Pfund)
Land: Internationale technische Norm
Kategorie: Technische Normen IEEE
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