Generating Adversarial Samples in Mini-Batches May Be Detrimental To Adversarial Robustness

Timothy Redgrave, Colton Crum

Neural networks have been proven to be both highly effective within computer vision, and highly vulnerable to adversarial attacks. Consequently, as the use of neural networks incre…