ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches

Maura Pintor, Daniele Angioni, Angelo Sotgiu +4

Adversarial patches are optimized contiguous pixel blocks in an input image that cause a machine-learning model to misclassify it. However, their optimization is computationally de…