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IEEE 3129:2023

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

Standard Details

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.

Keywords: adversarial attacks, artificial Intelligence-based services, assessment framework, common corruption, IEEE 3129, robustness

Multimedia: N

Subscription Package: Robotics and Automation

Life Cycle: New

Publication Type: IEEE Standard

Publication Date: 2023-06-02

Page Count: 34

Committee/Society: IEEE Computer Society/Artificial Intelligence Standards Committee

General Information

Status : ACTIVE
Standard Type: Main
Document No: IEEE 3129:2023
Document Year: 2023
Pages: 34

Life Cycle

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IEEE 3129:2023

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