The paper proposes a white-box attack that uses only the tracker's predicted bounding box to generate adversarial perturbations, and reports large performance drops on three transformer trackers.
The Tenth Visual Object Tracking VOT2022 Challenge Results
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Adversarial Bounding Boxes Generation (ABBG) Attack against Visual Object Trackers
The paper proposes a white-box attack that uses only the tracker's predicted bounding box to generate adversarial perturbations, and reports large performance drops on three transformer trackers.