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

Abstract

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.

Associated Landscape report
ICT rolling plan topic
Web 4.0 and virtual worlds
SDO
IEEE
Standard/Working group
Standard
Standard Number
IEEE P3129