185 citations · 340 across the 3 of their papers we have counts for
3 papers
cs.CL2016★ 36 cited
Learning a Natural Language Interface with Neural Programmer
Arvind Neelakantan, Quoc V. Le, Martin Abadi +2
Learning a natural language interface for database tables is a challenging task that involves deep language understanding and multi-step reasoning. The task is often approached by…
cs.CR2016★ 119 cited
Learning to Protect Communications with Adversarial Neural Cryptography
Martín Abadi, David G. Andersen
We ask whether neural networks can learn to use secret keys to protect information from other neural networks. Specifically, we focus on ensuring confidentiality properties in a mu…
stat.ML2016★ 185 cited
Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data
Nicolas Papernot, Martín Abadi, Úlfar Erlingsson +2
Some machine learning applications involve training data that is sensitive, such as the medical histories of patients in a clinical trial. A model may inadvertently and implicitly…