Optimizing a bounded l-infinity perturbation against encoder attention collapses DETR and DINO object detection to near-zero mAP, outperforming prior attacks.
A survey: object detection methods from cnn to transformer,
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Corrupting Attention: Evasion-Based Adversarial Attacks on Encoder Attention in Detection Transformers
Optimizing a bounded l-infinity perturbation against encoder attention collapses DETR and DINO object detection to near-zero mAP, outperforming prior attacks.