DETR object detectors are highly vulnerable to standard adversarial attacks, transfer attacks within the DETR family, and a new attack using intermediate losses cuts accuracy with smaller perturbations.
Learning ordered top-k adversarial attacks via adversarial distillation,
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Evaluating the Adversarial Robustness of Detection Transformers
DETR object detectors are highly vulnerable to standard adversarial attacks, transfer attacks within the DETR family, and a new attack using intermediate losses cuts accuracy with smaller perturbations.