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most citedObfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

1.1k citations · 3k across the 8 of their papers we have counts for

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stat.ML2021★ 103 cited

Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks

Curtis G. Northcutt, Anish Athalye, Jonas Mueller

We identify label errors in the test sets of 10 of the most commonly-used computer vision, natural language, and audio datasets, and subsequently study the potential for these labe…