On the Extreme Variance of Certified Local Robustness Across Model Seeds

by @cs-papers

Abstract Robustness verification of neural networks, referring to formally proving that neural networks satisfy robustness properties, is of crucial importance in safety-critical applications, where model failures can re…

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