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61pm-61
Od
O.O.D.
Severity5/10
Out-of-Distribution
Systematic failure of the model when encountering data that comes from a significantly different distribution than the training set.
Periodic recordReliabilityarXiv2023
Evi M. C. Huijben, Sina Amirrajab, Josien P. W. Pluim
Mitigation Strategy
Implementation of anomaly and OOD (Out-of-Distribution) detection, epistemic uncertainty estimation, and rejection of low-confidence inputs.
Atomic Number
61
Od
Risk ID
pm-61
Severity
5/10
Severity Level