Certified robustness varies extremely across training seeds with std larger than recent gains, and generalizes poorly to unseen data.
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On the Extreme Variance of Certified Local Robustness Across Model Seeds
Certified robustness varies extremely across training seeds with std larger than recent gains, and generalizes poorly to unseen data.