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ResearchFormerly WizWand

Object Detection on COCO 2017 (tSucDet)

65.3tSucDetS4ST
6.5421.79537.0552.305Oct 13, 2024
Updated 6mo ago

Evaluation results

MethodLinks
S4STVictim Model=Mask2Former, Victim Backbone=Swin-S, Surrogate Model=ResNet-50, Target Label=car2024.1065.3
S4STVictim Model=Cascade M-RCNN, Victim Backbone=CNX-S, Surrogate Model=ResNet-50, Target Label=car2024.1059.5
SASD-WSVictim Model=Mask2Former, Victim Backbone=Swin-S, Surrogate Model=ResNet-50, Target Label=car2024.1048
SASD-WSVictim Model=Cascade M-RCNN, Victim Backbone=CNX-S, Surrogate Model=ResNet-50, Target Label=car2024.1044
CFMVictim Model=Cascade M-RCNN, Victim Backbone=CNX-S, Surrogate Model=ResNet-50, Target Label=car2024.1043.2
CFMVictim Model=Mask2Former, Victim Backbone=Swin-S, Surrogate Model=ResNet-50, Target Label=car2024.1041.1
S4STVictim Model=M-RCNN, Victim Backbone=ResNet-101, Surrogate Model=ResNet-50, Target Label=car2024.1037.5
SASD-WSVictim Model=M-RCNN, Victim Backbone=ResNet-101, Surrogate Model=ResNet-50, Target Label=car2024.1019.6
CFMVictim Model=M-RCNN, Victim Backbone=ResNet-101, Surrogate Model=ResNet-50, Target Label=car2024.1019.1
w/o attackVictim Model=M-RCNN, Victim Backbone=ResNet-101, Surrogate Model=ResNet-50, Target Label=car2024.1010.2
w/o attackVictim Model=Cascade M-RCNN, Victim Backbone=CNX-S, Surrogate Model=ResNet-50, Target Label=car2024.109.1
w/o attackVictim Model=Mask2Former, Victim Backbone=Swin-S, Surrogate Model=ResNet-50, Target Label=car2024.108.8