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ResearchFormerly WizWand

Image Classification on ImageSquawk

62.6AccuracyDDiF
8.10422.25236.450.548Sep 30, 2025Nov 7, 2025Dec 16, 2025Jan 24, 2026Mar 3, 2026Apr 11, 2026May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DDiFTest Net=ResNet182025.0962.6
GSDDTest Net=ResNet182025.0962.6
DDiFTest Net=AlexNet2025.0960.5
GSDDTest Net=AlexNet2025.0960.1
MTTAttack=Clean, IPC=502026.0559.2
C2RAttack=Clean, IPC=502026.0558.9
GSDDTest Net=VGG112025.0955.9
MTTAttack=Clean, IPC=102026.0555.6
DDiFTest Net=ViT2025.0954.8
C2RAttack=Clean, IPC=102026.0554.2
GSDDTest Net=ViT2025.0953.5
FreDTest Net=ResNet182025.0950.2
IDCTest Net=ResNet182025.0947.8
FreDTest Net=ViT2025.0944.4
MTTAttack=Clean, IPC=12026.0539
DDiFTest Net=VGG112025.0937.9
FreDTest Net=AlexNet2025.0936.3
C2RAttack=Clean, IPC=12026.0535
IDCTest Net=ViT2025.0932.2
IDCTest Net=AlexNet2025.0920.7
IDCTest Net=VGG112025.0919.1
C2RAttack=FGSM, IPC=102026.0518.9
FreDTest Net=VGG112025.0918.6
C2RAttack=Jitter, IPC=102026.0517.7
C2RAttack=Jitter, IPC=502026.0517.2
C2RAttack=FGSM, IPC=502026.0516.8
MTTAttack=FGSM, IPC=102026.0516.2
C2RAttack=PGD, IPC=102026.0515.2
C2RAttack=PGD, IPC=502026.0514.8
C2RAttack=CW, IPC=102026.0514.8
C2RAttack=VMI, IPC=102026.0514.8
C2RAttack=PGD, IPC=12026.0514.2
C2RAttack=CW, IPC=502026.0514.2
MTTAttack=Jitter, IPC=102026.0514
MTTAttack=FGSM, IPC=502026.0513.6
MTTAttack=Jitter, IPC=502026.0513.6
C2RAttack=FGSM, IPC=12026.0513.6
C2RAttack=VMI, IPC=502026.0513.2
C2RAttack=Jitter, IPC=12026.0513.1
MTTAttack=PGD, IPC=102026.0512.4
MTTAttack=VMI, IPC=102026.0512.4
C2RAttack=VMI, IPC=12026.0512.4
C2RAttack=CW, IPC=12026.0512.1
MTTAttack=CW, IPC=102026.0512
MTTAttack=FGSM, IPC=12026.0511.8
MTTAttack=VMI, IPC=502026.0511.6
MTTAttack=PGD, IPC=502026.0511
MTTAttack=Jitter, IPC=12026.0511
MTTAttack=VMI, IPC=12026.0510.8
MTTAttack=PGD, IPC=12026.0510.6
MTTAttack=CW, IPC=502026.0510.6
MTTAttack=CW, IPC=12026.0510.2