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ResearchFormerly WizWand

Adversarial Attack on VOC 2007 (test)

23.2Fooling RateZQA-PSPM
20.32839.71459.178.486Mar 29, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ZQA-PSPMepsilon=10, Victim Model=Faster R-CNN (WB)2022.0323.2
Context-Agnosticepsilon=50, Victim Model=FoveaBox (BB3)2022.0325.4
Context-Agnosticepsilon=50, Victim Model=RetinaNet (BB1)2022.0329
Context-Agnosticepsilon=50, Victim Model=Libra R-CNN (BB2)2022.0330
Context-Agnosticepsilon=50, Victim Model=Faster R-CNN (WB)2022.0334
ZQAepsilon=50, Victim Model=RetinaNet (BB1)2022.0346.6
ZQA-PSPMepsilon=50, Victim Model=RetinaNet (BB1)2022.0351.2
ZQA-PSPMepsilon=40, Victim Model=RetinaNet (BB1)2022.0351.8
ZQAepsilon=50, Victim Model=Libra R-CNN (BB2)2022.0352.2
ZQAepsilon=50, Victim Model=FoveaBox (BB3)2022.0354
ZQA-PSPMepsilon=50, Victim Model=FoveaBox (BB3)2022.0356.8
Few-Query 0epsilon=50, Victim Model=Faster R-CNN (WB)2022.0360
ZQA-PSPMepsilon=50, Victim Model=Libra R-CNN (BB2)2022.0361.6
Few-Query 1epsilon=50, Victim Model=Faster R-CNN (WB)2022.0364.4
ZQA-PSPMepsilon=20, Victim Model=FoveaBox (BB3)2022.0370.6
Few-Query 2epsilon=50, Victim Model=Faster R-CNN (WB)2022.0377.6
Few-Query 3epsilon=50, Victim Model=Faster R-CNN (WB)2022.0386.8
ZQAepsilon=50, Victim Model=Faster R-CNN (WB)2022.0390
Few-Query 4epsilon=50, Victim Model=Faster R-CNN (WB)2022.0391.6
ZQAepsilon=40, Victim Model=Faster R-CNN (WB)2022.0392
ZQA-PSPMepsilon=40, Victim Model=Faster R-CNN (WB)2022.0392
ZQA-PSPMepsilon=50, Victim Model=Faster R-CNN (WB)2022.0392.6
ZQA-PSPMepsilon=30, Victim Model=Faster R-CNN (WB)2022.0393
Few-Query 5epsilon=50, Victim Model=Faster R-CNN (WB)2022.0395