Google Inc.

Jacob Buckman

Ian Goodfellow

Honglak Lee

Eugene Brevdo

Aurko Roy

Colin Abraham Raffel

Danijar Hafner

George Jay Tucker

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for increasing the security of neural network by discretizing neural network inputs. One of the methods includes receiving a network input for a neural network; processing the network input using a discretization layer, wherein the discretization layer is configured to generate a discretized network input comprising a respective discretized vector for each of the numeric values in the network input; and processing the discretized network input using the plurality of additional neural network layers to generate a network output for the network input.

Increasing security of neural networks by discretizing neural network inputs

Growing community of inventors

San Francisco, CA, United States of America

Jacob Buckman