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.

General Information

Publication date: 01 June 2023

ICT rolling plan topic: Citiverse

SDO: IEEE

Latest publishied version: https://standards.ieee.org/ieee/3129/10747/