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ResearchFormerly WizWand

Adversarial Attack on DVSGESTURE

100Success RateMA-ADV
32.24449.834567.42585.0155Feb 9, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MA-ADVBackbone=EventMamba, Defense Strategy=No Defense2026.02100———
C&W+IFGSMBackbone=EventMamba2026.0210047.010210.438751.7008
C&W+IFGSMBackbone=PointNet++2026.0210023.71565.843125.9396
C&W+IFGSMBackbone=PointNet2026.021001.99811.24052.1329
HIT-ADVBackbone=PointNet2026.021000.99011.44192.3183
C&WBackbone=PointNet++2026.021000.51280.68570.5568
MA-ADVBackbone=EventMamba2026.021000.55981.00390.6487
MA-ADVBackbone=PointNet++2026.021000.42960.34240.4742
MA-ADVBackbone=PointNet2026.021000.00510.08730.0068
C&WBackbone=PointNet2026.0299.970.00710.09180.0093
C&WBackbone=EventMamba, Defense Strategy=No Defense2026.0299.77———
C&WBackbone=EventMamba2026.0299.770.69181.11080.7768
IFGSMBackbone=PointNet2026.0299.642.57682.76062.7778
IFGSMBackbone=PointNet++2026.0298.218.48825.04089.9522
FGSMBackbone=PointNet++2026.0294.16562.474143.4647591.9448
FGSMBackbone=EventMamba2026.0294.14586.473944.4908622.5184
HIT-ADVBackbone=EventMamba2026.0291.3823.7168.395851.1839
FGSMBackbone=PointNet2026.0289.27271.5328.7187291.2435
IFGSMBackbone=EventMamba2026.0288.6112.47186.095514.6677
MA-ADVBackbone=EventMamba, Defense Strategy=SOR2026.0261.87———
C&WBackbone=EventMamba, Defense Strategy=SOR2026.0254.42———
MA-ADVBackbone=EventMamba, Defense Strategy=SRS2026.0242.77———
C&WBackbone=EventMamba, Defense Strategy=DUP-Net2026.0241.83———
C&WBackbone=EventMamba, Defense Strategy=SRS2026.0241.28———
MA-ADVBackbone=EventMamba, Defense Strategy=DUP-Net2026.0241.08———
HIT-ADVBackbone=PointNet++2026.0234.852.69651.36184.7861