On the effectiveness of small input noise for defending against query-based black-box attacks
While deep neural networks show unprecedented performance in various tasks, the
vulnerability to adversarial examples hinders their deployment in safety-critical systems …
vulnerability to adversarial examples hinders their deployment in safety-critical systems …
Enhanced regularizers for attributional robustness
Deep neural networks are the default choice of learning models for computer vision tasks.
Extensive work has been carried out in recent years on explaining deep models for vision …
Extensive work has been carried out in recent years on explaining deep models for vision …