Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions

Giulia Marchiori Pietrosanti, Giulio Rossolini, Alessandro Biondi +1

The robustness of deep neural networks is a crucial factor in safety-critical applications, particularly in complex and dynamic environments (e.g., medical or driving scenarios) wh…