ADef: an Iterative Algorithm to Construct Adversarial Deformations

Rima Alaifari, Giovanni S. Alberti, Tandri Gauksson

While deep neural networks have proven to be a powerful tool for many recognition and classification tasks, their stability properties are still not well understood. In the past, i…