Goodfellow is best known for inventing generative adversarial networks.[1] He is also the lead author of the textbook Deep Learning.[9] At Google, he developed a system enabling Google Maps to automatically transcribe addresses from photos taken by Street View cars[10][11] and demonstrated security vulnerabilities of machine learning systems.[12][13]