Boosting adversarial robustness via self-paced adversarial training

Explaining and Harnessing Adversarial Examples

Ian Goodfellow, Jonathon Shlens, Christian Szegedy · arXiv (Cornell University) · 2014 · 8.1K citations · Full text

Artificial Intelligence, Data Augmentation, Maxout Network +14

Curriculum learning

Yoshua Bengio, Jérôme Louradour, Ronan Collobert et al. · 2009 · 4.8K citations

Artificial Intelligence, Model Optimization, Engineering +11

On Assessing ML Model Robustness: A Methodological Framework (Academic Track)

Dagstuhl Research Online Publication Server · 2025 · 4.5K citations · Full text

Practical Black-Box Attacks against Machine Learning

Nicolas Papernot, Patrick McDaniel, Ian Goodfellow et al. · 2017 · 3.4K citations

Artificial Intelligence, Deep Neural Networks, Engineering +13

End to End Learning for Self-Driving Cars

Mariusz Bojarski, Davide Testa, Daniel Dworakowski et al. · arXiv (Cornell University) · 2016 · 3.1K citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17