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RobustBench: a standardized adversarial robustness benchmark
TLDR
This work evaluates robustness of models for their benchmark with AutoAttack, an ensemble of white- and black-box attacks which was recently shown in a large-scale study to improve almost all robustness evaluations compared to the original publications.