IEEE 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.
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 StandardDetails Committee
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