Robustness in the EU Artificial Intelligence Act
Henrik Nolte · Miriam Rateike · Michèle Finck
Abstract
The EU AI Act outlines ethical principles for AI systems, such as fairness, explainability, and robustness. While prior work has examined the EU AI Act and its preceding documents to clarify some of these terms, little attention has been given to defining robustness. We provide an overview of use of the legal term `robustness' in the EU AI Act, and map the terminology to the ML literature to guide standardization proccesses.
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