With friends like these, who needs adversaries?

The vulnerability of deep image classification networks to adversarial attack is now well known, but less well understood. Via a novel experimental analysis, we illustrate some facts about deep convolutional networks for image classification that shed new light on their behaviour and how it connects...

Full description

Bibliographic Details
Main Authors: Jetley, S, Lord, N, Torr, P
Format: Conference item
Published: Neural Information Processing Systems Proceedings 2018