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Backdoor Attack Success Rate on Sentiment-140

97.9Backdoor Attack Success RateFedAvg
-3.81222.5944975.406Jul 12, 2024
Updated 6mo ago

Evaluation results

MethodLinks
FedAvgattack=Neurotoxin2024.0797.9
FedAvgattack=DBA2024.0796.5
Krumattack=Neurotoxin2024.0784.6
Medianattack=DBA2024.0776.3
Trimattack=DBA2024.0775.1
Krumattack=DBA2024.0771
Trimattack=Sybil2024.0765.5
Krumattack=Sybil2024.0765.3
FedAvgattack=BadNet2024.0759.5
FedAvgattack=IBA2024.0753.3
Medianattack=IBA2024.0752.1
Krumattack=IBA2024.0734.7
Medianattack=Neurotoxin2024.0733.5
Medianattack=Sybil2024.0730.5
Trimattack=Neurotoxin2024.0730
Krumattack=BadNet2024.0728.3
CONTRAattack=Sybil2024.0727.2
CONTRAattack=DBA2024.0727.1
FLTrustattack=DBA2024.0726.5
Krumattack=Alternate2024.0726
FLTrustattack=Sybil2024.0725.9
FedAvgattack=Sybil2024.0721
Trimattack=Alternate2024.0720.9
MESASattack=DBA2024.0719.7
FLTrustattack=Neurotoxin2024.0718.5
Medianattack=BadNet2024.0718
FreqFedattack=BadNet2024.0715.3
FLTrustattack=IBA2024.0714.3
Trimattack=IBA2024.0713.6
FedAvgattack=Alternate2024.0712.7
MESASattack=IBA2024.0712.1
CONTRAattack=IBA2024.0710.9
MESASattack=Neurotoxin2024.0710.7
MESASattack=Alternate2024.0710.6
Medianattack=Alternate2024.0710.3
FreqFedattack=Neurotoxin2024.0710
CONTRAattack=Neurotoxin2024.079.8
FreqFedattack=Sybil2024.079
CONTRAattack=Alternate2024.078.7
FreqFedattack=Alternate2024.078.7
AGSDattack=DBA2024.078
CONTRAattack=BadNet2024.077.9
Trimattack=BadNet2024.077.7
MESASattack=Sybil2024.077.3
FreqFedattack=DBA2024.077.2
AGSDattack=Neurotoxin2024.076.6
FLTrustattack=BadNet2024.076.2
AGSDattack=Sybil2024.075.7
AGSDattack=Alternate2024.075.1
AGSDattack=IBA2024.074.5
FLTrustattack=Alternate2024.074.2
MESASattack=BadNet2024.073.4
FreqFedattack=IBA2024.072
AGSDattack=BadNet2024.071.2
BoBaattack=Neurotoxin2024.070.7
BoBaattack=DBA2024.070.3
BoBaattack=IBA2024.070.3
BoBaattack=Alternate2024.070.2
BoBaattack=BadNet2024.070.1
BoBaattack=Sybil2024.070.1