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Backdoor Attack Success Rate on CIFAR-10

100Backdoor Attack Success RateKrum
-4235077Jul 12, 2024
Updated 6mo ago

Evaluation results

MethodLinks
Krumattack=BadNet2024.07100
Krumattack=Alternate2024.0799.4
FedAvgattack=Neurotoxin2024.0798.1
FedAvgattack=BadNet2024.0796
Medianattack=BadNet2024.0795.1
Krumattack=Sybil2024.0788
Krumattack=Neurotoxin2024.0786.7
Trimattack=BadNet2024.0780.2
Trimattack=Alternate2024.0773.4
FedAvgattack=Alternate2024.0769.2
Trimattack=Sybil2024.0765.5
FedAvgattack=Sybil2024.0762.7
Medianattack=Alternate2024.0759.7
FLTrustattack=Alternate2024.0759.3
FLTrustattack=Sybil2024.0757.4
CONTRAattack=Sybil2024.0756
Medianattack=Sybil2024.0753.1
Krumattack=DBA2024.0740.6
CONTRAattack=BadNet2024.0737.9
MESASattack=Neurotoxin2024.0736.4
CONTRAattack=DBA2024.0735.4
Trimattack=IBA2024.0735.2
FLTrustattack=BadNet2024.0730.9
Medianattack=IBA2024.0728.8
FLTrustattack=IBA2024.0726.7
Trimattack=DBA2024.0726
CONTRAattack=Alternate2024.0724.9
Trimattack=Neurotoxin2024.0723.5
FLTrustattack=DBA2024.0721.6
Medianattack=DBA2024.0720
FLTrustattack=Neurotoxin2024.0718.2
FedAvgattack=DBA2024.0717.8
CONTRAattack=Neurotoxin2024.0715.8
CONTRAattack=IBA2024.0714.5
Krumattack=IBA2024.0713.7
Medianattack=Neurotoxin2024.0713
FreqFedattack=Neurotoxin2024.0713
MESASattack=DBA2024.0712.9
AGSDattack=IBA2024.0711.2
FedAvgattack=IBA2024.0710.4
AGSDattack=Neurotoxin2024.0710
FreqFedattack=Sybil2024.079.4
FreqFedattack=DBA2024.078.3
MESASattack=Sybil2024.077.4
MESASattack=Alternate2024.077.1
FreqFedattack=Alternate2024.076.3
MESASattack=BadNet2024.076.2
AGSDattack=Alternate2024.075.4
AGSDattack=BadNet2024.072.3
FreqFedattack=IBA2024.071.9
FreqFedattack=BadNet2024.071.8
AGSDattack=Sybil2024.071.6
AGSDattack=DBA2024.071.5
BoBaattack=DBA2024.070.9
MESASattack=IBA2024.070.82
BoBaattack=Sybil2024.070.4
BoBaattack=BadNet2024.070.3
BoBaattack=Alternate2024.070.2
BoBaattack=Neurotoxin2024.070.1
BoBaattack=IBA2024.070