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20ca-20
Br
Brittle
Severity5/10
Brittleness
Tendency of models to suffer catastrophic failures when facing inputs slightly outside the training distribution, demonstrating a lack of robust generalization.
Periodic recordReliabilityarXiv2020
Eduardo A. Barros de Moraes, Hadi Salehi, Mohsen Zayernouri
Mitigation Strategy
Implementation of systematic Stress Testing, Out-of-Distribution (OOD) Detection, and Uncertainty Quantification techniques.
Atomic Number
20
Br
Risk ID
ca-20
Severity
5/10
Severity Level