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ResearchFormerly WizWand

Backdoor Detection on EMNIST

100TPRMultiKrum
-2.9623.7750.577.23Aug 4, 2025
Updated 5mo ago

Evaluation results

MethodLinks
MultiKrumNonIID=0.92025.0810022.2
FlameNonIID=0.92025.0810022
CowardAttack=Vanilla2025.081003.6
CowardAttack=PGD2025.081004.3
CowardAttack=CML2025.0899.52.4
IndicatorNonIID=0.92025.089957.8
CowardAttack=NTX2025.08993.6
MultiKrumNonIID=0.62025.089822.4
CowardNonIID=0.92025.08981.6
CowardNonIID=0.62025.08981.6
CowardNonIID=0.32025.08988.3
FlameAttack=CML2025.089822.3
FlameNonIID=0.62025.089722.3
IndicatorNonIID=0.62025.089652.7
IndicatorNonIID=0.32025.089645.6
IndicatorAttack=CML2025.0891.551.7
IndicatorAttack=NTX2025.0888.645.3
IndicatorAttack=PGD2025.0888.546
IndicatorAttack=Vanilla2025.0888.345.7
DeepSightNonIID=0.92025.085745.9
DeepSightNonIID=0.62025.085649.4
FoolsGoldNonIID=0.92025.085239.1
DeepSightNonIID=0.32025.084947
FlameAttack=Vanilla2025.0844.528.3
FlameAttack=NTX2025.0844.517.2
DeepSightAttack=PGD2025.084446.9
FoolsGoldNonIID=0.32025.084048.2
DeepSightAttack=NTX2025.0838.543.1
DeepSightAttack=CML2025.0837.542.7
FlameAttack=PGD2025.083731.4
FoolsGoldNonIID=0.62025.083541.7
DeepSightAttack=Vanilla2025.082437.3
FoolsGoldAttack=CML2025.0821.537.2
RflbatNonIID=0.92025.081622.7
MultiKrumAttack=CML2025.0812.531.9
FoolsGoldAttack=Vanilla2025.081235.7
RflbatNonIID=0.62025.081123.1
FoolsGoldAttack=PGD2025.081135.2
MultiKrumAttack=NTX2025.0810.531.9
MultiKrumAttack=PGD2025.081032.2
MultiKrumNonIID=0.32025.08932.3
FlameNonIID=0.32025.08932.1
MultiKrumAttack=Vanilla2025.088.532.4
RlbatAttack=CML2025.08324.8
FoolsGoldAttack=NTX2025.082.536.3
RlbatAttack=PGD2025.08211.7
RlbatAttack=NTX2025.081.512
RflbatNonIID=0.32025.08125.1
RlbatAttack=Vanilla2025.08124.6