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Membership Inference Attack on TinyImageNet 200

79Balanced AccuracyDATM
60.2865.147074.86Mar 1, 2026

Evaluation results

MethodLinks
DATMModel Arch.=ConvNet, IPC=502026.03798715.9
DATMModel Arch.=VGG11-BN, IPC=502026.03798712.8
SelMatchModel Arch.=ConvNet, IPC=502026.03798718.3
SelMatchModel Arch.=ResNet18, IPC=502026.03798716.1
SelMatchModel Arch.=VGG11-BN, IPC=502026.03798719.7
DATMModel Arch.=AlexNet, IPC=502026.03788613.2
DATMModel Arch.=ResNet18, IPC=252026.03788513.2
DATMModel Arch.=ResNet18, IPC=502026.03788614.8
SelMatchModel Arch.=AlexNet, IPC=502026.03788617
SelMatchModel Arch.=ResNet18, IPC=252026.03788612.3
SeqMatchModel Arch.=AlexNet, IPC=502026.03788613.7
DATMModel Arch.=ConvNet, IPC=252026.03778511.4
DATMModel Arch.=AlexNet, IPC=252026.03778511.1
SelMatchModel Arch.=ConvNet, IPC=252026.03778512.8
SelMatchModel Arch.=VGG11-BN, IPC=252026.03778515.4
SeqMatchModel Arch.=ConvNet, IPC=502026.03778411.5
SeqMatchModel Arch.=ResNet18, IPC=502026.0377869.7
DATMModel Arch.=VGG11-BN, IPC=252026.0376849.3
SelMatchModel Arch.=AlexNet, IPC=252026.03768513.1
SeqMatchModel Arch.=ResNet18, IPC=252026.0376837.4
SeqMatchModel Arch.=VGG11-BN, IPC=252026.03768410.6
SeqMatchModel Arch.=VGG11-BN, IPC=502026.03768410.3
SelMatchModel Arch.=ConvNet, IPC=102026.03758310.5
SelMatchModel Arch.=ResNet18, IPC=102026.0375839.1
SeqMatchModel Arch.=AlexNet, IPC=252026.0375839.6
FTDModel Arch.=ConvNet, IPC=502026.0374827.3
FTDModel Arch.=ResNet18, IPC=252026.0374829.1
FTDModel Arch.=ResNet18, IPC=502026.0374819.2
FTDModel Arch.=VGG11-BN, IPC=502026.0374827.3
SelMatchModel Arch.=AlexNet, IPC=102026.0374826.7
SelMatchModel Arch.=VGG11-BN, IPC=102026.0374829.3
SeqMatchModel Arch.=ConvNet, IPC=252026.0374829.3
FTDModel Arch.=VGG11-BN, IPC=252026.0373816.7
DATMModel Arch.=AlexNet, IPC=102026.0373807
SeqMatchModel Arch.=AlexNet, IPC=102026.0373807.6
FTDModel Arch.=ConvNet, IPC=252026.0372808.3
FTDModel Arch.=AlexNet, IPC=502026.0372795.7
DATMModel Arch.=ConvNet, IPC=102026.0372794.1
DATMModel Arch.=ResNet18, IPC=102026.0372795.2
SeqMatchModel Arch.=VGG11-BN, IPC=102026.0372797.7
MTTModel Arch.=ConvNet, IPC=502026.0371783.3
MTTModel Arch.=ResNet18, IPC=502026.0371783.5
FTDModel Arch.=AlexNet, IPC=252026.0371775.6
DATMModel Arch.=VGG11-BN, IPC=102026.0371783.8
SeqMatchModel Arch.=ConvNet, IPC=102026.0371795.2
SeqMatchModel Arch.=ResNet18, IPC=102026.0371773.8
MTTModel Arch.=AlexNet, IPC=502026.0370772.8
FTDModel Arch.=ResNet18, IPC=102026.0370774.5
MTTModel Arch.=VGG11-BN, IPC=502026.0369753.7
FTDModel Arch.=AlexNet, IPC=102026.0369762.5
MTTModel Arch.=ConvNet, IPC=252026.0368751.8
MTTModel Arch.=ResNet18, IPC=252026.0368742.2
FTDModel Arch.=VGG11-BN, IPC=102026.0368743.2
MTTModel Arch.=VGG11-BN, IPC=252026.0367742.8
MTTModel Arch.=AlexNet, IPC=252026.0366711.6
MTTModel Arch.=ConvNet, IPC=102026.0365700.7
FTDModel Arch.=ConvNet, IPC=102026.0365713.6
MTTModel Arch.=AlexNet, IPC=102026.0363681.3
MTTModel Arch.=ResNet18, IPC=102026.0362690.9
MTTModel Arch.=VGG11-BN, IPC=102026.0361661