Ian Goodfellow

Publications by Year

Research Areas

Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Generative Adversarial Networks and Image Synthesis, Domain Adaptation and Few-Shot Learning, Advanced Malware Detection Techniques

Most-Cited Works

• → Generative adversarial networks(2020)12,997 cited
• → TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems(2016)9,726 cited
• Deep Learning(2016)
• → Explaining and Harnessing Adversarial Examples(2014)8,108 cited
• → Intriguing properties of neural networks(2013)5,706 cited
• → Deep Learning with Differential Privacy(2016)5,620 cited
• → Practical Black-Box Attacks against Machine Learning(2017)3,415 cited
• Ensemble Adversarial Training: Attacks and Defenses(2017)
• → Adversarial Examples in the Physical World(2018)1,844 cited