ISO/IEC 24029-2:2023
Clause 7: Robustness assessment through the AI system life cycle – ISO/IEC 24029-2:2023

ISO/IEC 24029-2:2023 7.5.3: Assess changes in robustness when the network keeps learning

What does 7.5.3 require?

Continuous learning changes weights and biases and can raise or lower robustness. Changes should be assessed with a predefined set of criteria, comparing the outcomes for the new version of the network against the previous version, and a further criterion should be set on the observed difference so that any degradation can be judged acceptable or not.

Maintained by Gerard Blokdyk

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