We’ve advanced a strategy to assess whether or not a neural community classifier can reliably shield in opposition to adverse assaults no longer observed throughout coaching. Our manner yields a brand new metric, UAR (Unexpected Assault Robustness), which evaluates the robustness of a unmarried style in opposition to an unanticipated assault, and highlights the want to measure efficiency throughout a extra numerous vary of unexpected assaults.
