Athalye, Anish

Obfuscated gradients give a false sense of security: Circumventing defenses to adversarial examples

Athalye, A., Carlini, N., & Wagner, D. (2018) · arXiv

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 2,172

Black-box Adversarial Attacks with Limited Queries and Information

Ilyas, A., Engstrom, L., Athalye, A., & Lin, J. (2018) · arXiv

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 806

Pervasive label errors in test sets destabilize machine learning benchmarks

Northcutt, C. G., Athalye, A., & Mueller, J. (2021) · arXiv

Machine Learning and Data ClassificationAdversarial Robustness in Machine Learning

Cited by 293