Anish Athalye

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

Anish Athalye, Nicholas Carlini, David Wagner · arXiv (Cornell University) · 2018 · 1.2K citations · Full text

Engineering, Machine Learning, Evasion Technique +21

Synthesizing Robust Adversarial Examples

Anish Athalye, Logan Engstrom, Andrew Ilyas et al. · arXiv (Cornell University) · 2017 · 684 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

On Evaluating Adversarial Robustness

Nicholas Carlini, Anish Athalye, Nicolas Papernot et al. · arXiv (Cornell University) · 2019 · 580 citations · Full text

Evaluating Adversarial Robustness, Engineering, Machine Learning +21

Synthesizing Robust Adversarial Examples

Anish Athalye, Logan Engstrom, Andrew Ilyas et al. · International Conference on Machine Learning · 2018 · 487 citations

Artificial Intelligence, Engineering, Machine Learning +18

Black-box Adversarial Attacks with Limited Queries and Information

Andrew Ilyas, Logan Engstrom, Anish Athalye et al. · arXiv (Cornell University) · 2018 · 326 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14